Project dependencies may have API risk issues

[PyDeps]

Hi, In MotioNet, inappropriate dependency versioning constraints can cause risks.

Below are the dependencies and version constraints that the project is using

scipy
matplotlib
h5py==2.8.0
tensorboardX
tensorflow-tensorboard==0.4.0

The version constraint == will introduce the risk of dependency conflicts because the scope of dependencies is too strict.
The version constraint No Upper Bound and * will introduce the risk of the missing API Error because the latest version of the dependencies may remove some APIs.

After further analysis, in this project,
The version constraint of dependency scipy can be changed to >=0.12.0,<=1.7.3.
The version constraint of dependency matplotlib can be changed to >=1.3.0,<=3.0.3.
The version constraint of dependency h5py can be changed to >=2.5.0,<=3.7.0.

The above modification suggestions can reduce the dependency conflicts as much as possible,
and introduce the latest version as much as possible without calling Error in the projects.

The invocation of the current project includes all the following methods.

The calling methods from the scipy

scipy.spatial.distance.pdist
scipy.interpolate.InterpolatedUnivariateSpline
scipy.spatial.distance.squareform

The calling methods from the matplotlib

matplotlib.gridspec.GridSpec
matplotlib.use

The calling methods from the h5py

h5py.File

The calling methods from the all methods

row3.row2.row1.torch.cat.cpu
list
pose_2d_root.torch.from_numpy.float
self.positions.copy
matplotlib.gridspec.GridSpec
augment_depth.p.k.c.f.T.R.set_3d.reshape.h36m_utils.project_2d.reshape
x_spl
fake_rotations_full.detach.self.fk_layer.convert_6d_to_quaternions.reshape
ax.get_yaxis.set_ticklabels
torch.ones
v1s.sum
self._train_epoch
sqs.copy
delete_joints_index.extend
q0.q3.q2.q1.clip
self.rotations.repeat
data_3d_worldframe.reshape.reshape
c3.s1.s3.s2.c1.c2.c1.s3.s1.c3.s2.c1.torch.cat.view
numpy.max
numpy.core.umath_tests.matrix_multiply
logger.warn
numpy.sum
self.parents.copy
self.qs.reshape
_images.sort
self.rotations.reshape
argparse.ArgumentParser.parse_args
p.size
args.kernel_size.replace.strip
poses_2d_root.np.array.torch.from_numpy.unsqueeze.float.to
subject.positions_set.keys
open.close
batch.v_mag.view.expand
numpy.absolute
pymel.core.nodetypes.AnimCurveTU.addKeys
f.close
bones.append
numpy.abs
rig_joints_list
torch.norm
self.positions.ravel
alphas.append
target.data.cpu
i.self.layers_deconv
numpy.arccos
torch.utils.data.sampler.SubsetRandomSampler
self.update_sequence_index
bones2skel.repeat
self.normalized.copy
self.get_bones
slice_set
utils.BVH.save
format
numpy.cos
matplotlib.pyplot.subplot
v.pow
int
logging.getLogger
self.model.optimizer_Q.step
map
filter
anim.rotations.transforms
args.stride.replace.strip
args.dilation.replace.strip
numpy.degrees
alphas.torch.mean.data.cpu.numpy
row3.row2.row1.torch.cat.cpu.numpy
ax.get_xaxis
self.offsets.copy
self.offsets.ravel
config.arch.type.models.getattr
self.frame_numbers.append
set_3d.copy.reshape
layers_conv.append
model.to.load_state_dict
transforms_local
j.view
ax.set_ylabel
logging.StreamHandler.setFormatter
s3.c2.s2.c3.c2.torch.cat.view
self.pooling_shrink_net.super.__init__
numpy.any
train_log.items
torch.nn.LeakyReLU
pymel.core.runtime.AttachBrushToCurves
numpy.newaxis.offsets.repeat
re.match.groups
scalars.items
path.format
z.y.x.torch.cat.reshape
cls
pow
pymel.core.curve
v.pow.sum
transforms_multiply
os.path.isdir
model.model_zoo.fk_layer
matplotlib.pyplot.figure
item.np.array.torch.from_numpy.float.to.cpu
matplotlib.pyplot.close
AttributeError
join
numpy.delete
self.conv_shrink_net.super.__init__
numpy.arange.append
pose_2d_root_c.torch.from_numpy.float
self._train_epoch.items
numpy.min
output.data.cpu.numpy
test_data_loader.dataset.get_parameters
abs
poses_3d.reshape.astype
rotations.append
fake_bones.clone.detach
logging.FileHandler
poses_3d.view.fake_pose_3d.view.torch.norm.torch.mean.item
torch.sqrt
numpy.square
self.expand_bn
Quaternions.exp
self.transforms_blank
fig2img
self.rotations.log.ravel
length.torch.from_numpy.float
self.shrink
self.orients.__setitem__
self.pooling_net.super.__init__
poses_2d_root.np.array.torch.from_numpy.unsqueeze.float
children_list
errors.append
fig.canvas.draw
utils.Quaternions.Quaternions.reshape
numpy.zeros.reshape
torch.ones.cuda
self.w1
self.model.optimizer_S.zero_grad
random_id.self.images.clone
numpy.sqrt.clip
torch.pow
min.reshape
maxis.append
ax.w_yaxis.line.set_color
ax.set_xticks
h5py.File
torch.cuda.device_count
quaternions.torch.from_numpy.float
ROTATION_NUMBERS.get
self.offsets.__setitem__
torch.transpose
config_parse
transforms_global
add_data
Quaternions.slerp
data.float.to
self.forward_S.clone
getattr
joint_index.confidences.np.array.copy
self.logger.info
j.name
numpy.tile
target.i.pred.torch.sum.item
min
PIL.Image.frombytes
logging.basicConfig
numpy.radians
self.constrained
T.R.set_3d.reshape.h36m_utils.camera_to_world_frame.reshape
pose_array.copy.copy
random.uniform
x.split.split
z.view.view
matplotlib.use
v1s.v0s.sum
z.y.x.torch.cat.cpu
log.update
self.get_projection
torch.nn.DataParallel
target.data.cpu.numpy
utils.util.normalize_data
VerletParticles.VerletParticles
world_to_camera_frame
self.rotation_D.forward
os.path.join
keys.append
numpy.hstack
descendants_list
self.model.train
self.data_loader.dataset.get_parameters
error_list.keys
sampling.sampling.real_rotations.shape.np.arange.real_rotations.astype
pymel.core.listRelatives
poses_3d_root.append
torch.sum
config.h36m_loader.dataset.get_parameters
self.transforms_local
distances.copy.astype
joint_index.poses_2d_root.copy
pymel.core.currentTime
pymel.core.curve.addKeys
positions_proj.reshape
data_file.np.array.reshape
alpha.torch.from_numpy.float
numpy.fromstring
chr
utils.visualization.show3Dpose
numpy.load
stage_layers.append
action.replace.replace
self.rotation_D.super.__init__
config.arch.stride.str.strip.replace
show2Dpose
self.qs.ravel
pointname.pm.PyNode.t.listConnections
numpy.array.reshape
transforms.shape.int.transforms.shape.int.torch.ones.cuda
utils.util.mkdir_dir
numpy.expand_dims
cls._broadcast
x.split
fake_rotations_full.detach.cpu.numpy.contiguous
joint_descendants
Quaternions._broadcast
poses_3d.reshape.reshape
utils.Animation.positions_global
canonical_name.subject.data_3d_gt.append
torch.unsqueeze
model.to
R.T.dot
axis.scalePivot.set
config.arch.dilation.str.strip.replace
os.listdir
self.writer.set_scalars
v0s.sum
input
numpy.newaxis.anim.orients.transforms
NotImplementedError
video_name.split.split
fake_rotations_full.detach.cpu.numpy.detach
i.self.layers_conv
self.model.forward_fk
self.model.optimizer_D.zero_grad
item.float.to
map.index
data.h36m_dataset.h36m_dataset
config.arch.kernel_size.str.strip.replace
self.transforms_multiply
criterion
utils.Animation.Animation
transforms_inv
index
get_velocity
pymel.core.group.childAtIndex
self.relu
torch.nn.BatchNorm1d
data.np.array.torch.from_numpy.float
copy.deepcopy
Quaternions.exp.copy
poses_2d.reshape.reshape
numpy.zeros.copy
TypeError
data_3d_camframe.reshape
open.write
utils.visualization.WriterTensorboardX
scipy.interpolate.InterpolatedUnivariateSpline
item.np.array.torch.from_numpy.float.to
numpy.outer
float
self._prepare_device
rotations.view
torch.matmul
edges
self.fk_trainer.super.__init__
torch.optim.Adam
output.data.cpu
Exception
utils.Quaternions.Quaternions.from_euler
pose_3d_root.torch.from_numpy.float
i.data_size.int.i.data_size.int.data_set.copy
data_block.reshape.reshape
numpy.copy
pymel.core.joint.setOrientation
self.rotation_number.fake_rotations_full.contiguous.view._input.shape.skeleton.repeat.self.parents.self.fk_layer.forward.view
ax.set_xlabel
set_alphas.np.expand_dims.set_3d_world.copy.reshape
torch.nn.MSELoss.cuda
poses_2d_pixel.cpu
config.arch.stride.str.strip
fig.canvas.get_width_height
self.drop
mask
ax.set_ylim3d
os.makedirs
torch.FloatTensor
q1.q3.q2.q0.clip
self.logger.addHandler
self._resume_checkpoint
self.expand_conv
contacts.append
self.rotation_D.parameters
kwargs.pop
parents_list
numpy.repeat
numpy.argmin
anim.Animation.positions_global.reshape
data.np.array.torch.from_numpy.float.to
numpy.zeros
self.h36m_loader.super.__init__
sum
j.getTranslation
Quaternions
self.add_scalar
poses.reshape.reshape
torch.nn.ModuleList
numpy.savez_compressed
enumerate
torch.ones.torch.diag.cuda
train
Quaternions.id_like
poses_3d.append
numpy.load.item
utils.Animation.load_from_network
item.np.array.torch.from_numpy.float.to.repeat
poses_2d.reshape.astype
ax.set_zlabel
self.model.state_dict
torch.nn.functional.adaptive_max_pool1d
alphas.torch.mean.data.cpu
utils.BVH.load
scipy.spatial.distance.pdist
ax.plot
joint_children
length_mean.mean
logging.StreamHandler.setLevel
torch.stack
self.images.append
self.get_contacts
axis.rotatePivot.set
i.self.local_fc_layers
importlib.import_module.SummaryWriter
self.base_model.super.__init__
self.positions.repeat
ax.get_yaxis
forwarddir.direction.Quaternions.between.constrained_y
ax.w_zaxis.line.set_color
anim.rotations.euler
torch.load
batch.v_mag.view.expand.view
args.dilation.replace
utils.util.interp_pose
parents.len.np.eye.astype
utils.util.make_dataset
numpy.ones
camera_to_world_frame
self.linear_stages.append
self.orients.log
self.writer.set_step
poses_3d.view
utils.Quaternions.Quaternions.from_transforms
weightvls.sum.sum
self.__op__
type
logging.Formatter
torch.abs
min.copy
matplotlib.pyplot.subplot.imshow
torch.mean
joint_ancestors
self.fk_layer.convert_6d_to_quaternions
canonical_name.subject.data_2d_gt.append
torch.FloatTensor.cuda
item.np.array.torch.from_numpy.float
offsets_transforms_global
pre_proj.cpu.numpy
c_spl
torch.max
k.view
torch.nn.functional.nll_loss
path.format.dot
numpy.linalg.inv
i.anim.rotations.np.newaxis.orient.Quaternions.euler
numpy.linalg.eigh
export
types.SimpleNamespace
utils.h36m_utils.camera_to_world_frame
find_distance
projection.torch.from_numpy.float
axis.childAtIndex.overrideColor.set
model.model_zoo.pooling_net
open
numpy.where
self.drop.view
numpy.mean
poses_2d_pixel.cpu.numpy
numpy.arange.copy
spacepy.pycdf.CDF
PIL.Image.open
poses_set.keys
str
pymel.core.sphere
oqs.copy
self.train_logger.warning
fake_rotations_full.detach.cpu
self.batch_norm1
torch.nn.Conv1d
item.np.array.torch.from_numpy.float.to.unsqueeze
utils.util.ROTATION_NUMBERS.get
pre_proj.cpu.numpy.np.repeat.reshape
numpy.random.normal
i.self.layers
str.append
target.pred.torch.sum.item
re.match
bones.shape.torch.zeros.cuda
self.model.load_state_dict
config.arch.dilation.str.strip
self._save_checkpoint
self.regression.super.__init__
self.positions.__setitem__
trainer.trainer.fk_trainer.train
numpy.linspace
self.BaseDataLoader.super.__init__
pymel.core.group
bones.shape.test_parameters.repeat.test_parameters.unsqueeze.pre_bones.cpu.numpy
torch.cos
self.sequence_index.append
ax.set_zlim3d
pymel.core.select
rotations_global
numpy.random.choice
xrange
model.model_zoo.pooling_shrink_net
logging.StreamHandler
self.branch_S.parameters
numpy.std
pose_folder.split
self.model.optimizer_D.step
constraints.append
self.get_flipping
self.fk_layer.convert_eular_to_quaternions
shutil.rmtree
self.normalize_vector
loss_G.backward
pymel.core.joint
pymel.core.selected
numpy.array
project_2d
parameters.cpu.numpy
ax.set_ylim
torch.nn.init.kaiming_normal
row3.row2.row1.torch.cat.reshape
f.writelines
bone_std.unsqueeze
pose_batch.append
numpy.argmax
sequence_index.append
data.data_loaders.h36m_loader
json.dumps
p.p.np.array.reshape
int.append
self.deconv_net_1.super.__init__
i.self.linear_stages
transforms.shape.int.transforms.shape.int.torch.zeros.cuda
target.data.cpu.numpy.reshape
isinstance
model.to.forward_fk
numpy.mean.reshape
layers_deconv.append
utils.h36m_utils.define_actions
self.set_sequences
fake_rotations_full.contiguous.view
len
y_spl
torch.zeros
self.parents.__setitem__
self.linear.super.__init__
torch.save
torch.nn.Dropout
action.replace
layer_output.append
q3.q2.q1.q0.clip
self.cross_product
self.test_data_loader.dataset.get_parameters
numpy.newaxis.self.qs.np.newaxis.self.qs.ut.matrix_multiply.sum
self.orients.copy
j.getChildren
os.path.exists
warnings.warn
confidence_batch.append
self.rotations.__setitem__
line.split
item.split
main
anim.Animation.positions_global.reshape.copy
numpy.arcsin
ax.set_yticks
numpy.multiply
attr.listConnections
args.stride.replace.strip.split
return_tensors.append
Linear
self.model.D
line.strip
numpy.sign
pre_bones.shape.parameters.repeat.parameters.unsqueeze.pre_bones.cpu.numpy
projections.append
self.branch_Q
ax.set_aspect
fake_rotations_full.detach.cpu.numpy
self.model.eval
pose_folder.split.split
zip
numpy.divide
pymel.core.nodetypes.AnimCurveTU
action_name.error_list.append
utils.Quaternions.Quaternions.between
ax.set_xlim3d
image_filter.append
repr
object.__getattr__
numpy.argsort
chain.append
self.frames.append
args.dilation.replace.strip.split
torch.nn.MSELoss
model.to.eval
pymel.core.listConnections
pymel.core.nodetypes.AnimCurveTA.addKeys
parents.append
fake_rotations_full.detach.self.fk_layer.convert_eular_to_quaternions.reshape
names.append
allow_cover.lower.lower
torch.cat
layer
self.__iop__
range
axis.childAtIndex.overrideEnabled.set
self.get_contact
numpy.append
self.w2
torch.diag
i.data_size.int.i.data_size.int.data_set.copy.reshape
numpy.newaxis.v.np.newaxis.self.qs.sum
self.poses_2d.self.poses_2d.reshape
pymel.core.nodetypes.AnimCurveTA
self.dropout
rotations_reshape.torch.cos.view
pymel.core.setAttr
len.append
model.to.to
Animation
sorted
ax.w_xaxis.line.set_color
pymel.core.PyNode
utils.Animation.offsets_global
self.branch_Q.parameters
print
openpose_json.np.array.reshape
jmatch.group.replace
rotations_reshape.torch.sin.view
numpy.empty
any
self.drop.reshape
numpy.empty.reshape
fig.canvas.tostring_rgb
parents.len.parents.len.np.zeros.astype
torch.nn.Linear
torch.nn.functional.adaptive_avg_pool1d
config.trainer.checkpoint_dir.split
logging.FileHandler.setLevel
self.rotations.copy
scipy.spatial.distance.squareform
numpy.newaxis.v.np.newaxis.self.qs.sum.sum
utils.Quaternions.Quaternions
AssertionError
VerletParticles.VerletParticles.constrain
json.load
numpy.reshape
numpy.einsum
self.fk_layer.super.__init__
ax.set_xlim
self.deconv_net_2.super.__init__
ax.set_zticklabels
log.items
os.walk
set_alphas.np.expand_dims.set_3d.reshape
self.forward_S
total.append
super
self.conv1
numpy.average
poses_2d_root.np.array.torch.from_numpy.unsqueeze
importlib.import_module
i.x.clone
self.deconv_net.super.__init__
utils.Quaternions.Quaternions.exp
bones2skel
ax.w_xaxis.set_pane_color
model.metric.mean_points_error
numpy.std.reshape
torch.mean.backward
self.batch_norm2
matplotlib.pyplot.figure.clear
self.model.optimizer_S.step
poses.reshape
numpy.random.shuffle
numpy.cross
model.model_zoo.rotation_D
matplotlib.pyplot.subplot.set_title
iter
fake_pose_3d.view
qs.Quaternions.normalized
torch.no_grad
offsets_transforms_local
numpy.random.seed
_images.append
numpy.sin
sys.path.append
re.match.group
self.rotation_number.fake_rotations.shape.fake_rotations.shape.torch.zeros.cuda
self.transforms_global
torch.argmax
y.view.view
torch.cuda.is_available
random.randint
self.branch_S
self.shrink_conv
matplotlib.pyplot.subplot.invert_yaxis
load_camera_params
data.float
numpy.sort
self.video_name.append
numpy.random.randint
numpy.arange
torch.sin
utils.h36m_utils.dimension_reducer
torch.topk
ax.w_yaxis.set_pane_color
fake_rotations.detach
maya.mel.eval
self.fk_model.super.__init__
numpy.sqrt
exit
utils.Quaternions.Quaternions.id
s.getChildren
numpy.all
bone_mean.repeat
joint1.positions.joint0.positions.mean
item.float
torch.chunk
numpy.prod
mpoints.append
args.kernel_size.replace.strip.split
transforms_blank
pose_pixel.torch.from_numpy.float
torch.nn.ReLU
self.fk_layer.forward
pymel.core.selected.getChildren
Quaternions.from_angle_axis
self.parameters
distance
rotations_bvh.append
torch.nn.Sequential
conv_index.self.conv_depth.stage_index.self.layers
torch.nn.ReflectionPad1d
self.logger.warning
args.stride.replace
poses_reshape.reshape.reshape
z.y.x.torch.cat.cpu.numpy
self.conv2
unload_joint
self.train_logger.info
pymel.core.connectAttr
matplotlib.pyplot.figure.savefig
torch.from_numpy
save_joint
self._valid_epoch
torch.nn.ConvTranspose1d
numpy.concatenate
argparse.ArgumentParser.add_argument
self.__sop__
self.add_noise
self._prepare_data
rotations.clone
self.normalized
c.name
utils.visualization.show2Dpose
layers.append
self.rotations.log
show3Dpose
pre_bones.shape.parameters.repeat.parameters.unsqueeze.pre_bones.cpu
self.data_loader.dataset.set_sequences
numpy.isfinite
trainer.trainer.fk_trainer
utils.h36m_utils.project_2d
op
oqsn.repeat.repeat
joints
bones.shape.test_parameters.repeat.test_parameters.unsqueeze.pre_bones.cpu
self.orients.log.ravel
numpy.eye
self.local_fc_layers.append
name.config.module.getattr
ax.get_xaxis.set_ticklabels
fid.data.copy
self.model.optimizer_Q.zero_grad
c3.c1.s3.s2.s1.c2.s1.s3.c1.c3.s2.s1.torch.cat.view
self.qs.repeat
numpy.zeros_like
numpy.empty.copy
self.transforms_rotations
numpy.newaxis.masses.repeat
numpy.fromstring.tostring
proj_facters.append
utils.logger.Logger
config.arch.kernel_size.str.strip
video_name.split.replace
numpy.arctan2
utils.h36m_utils.convert_openpose
i.view
logging.FileHandler.setFormatter
args.kernel_size.replace
items_index.self.images_path.tolist
VerletParticles.VerletParticles.add_length_constraint
i.rotations.euler
torch.device
argparse.ArgumentParser
output.data.cpu.numpy.reshape
self.dot
torch.ones.torch.diag.cuda.repeat
set_2d.reshape.reshape
numpy.seterr
utils.h36m_utils.load_cameras
torch.autograd.Variable
pre_proj.cpu
sqsn.repeat.repeat
x.split.split.split
line.strip.split
a.np.newaxis.w.np.concatenate.Quaternions.normalized

@developer
Could please help me check this issue?
May I pull a request to fix it?
Thank you very much.