Pinned

1. Hidden-Markov_Model Hidden-Markov_Model Public

   This program creates a Hidden Markov Model from scratch using NumPy, and trains it on a corpus, then generates POS tags for another corpus.

   Jupyter Notebook

2. Forecasting-with-RNN Forecasting-with-RNN Public

   This program builds an RNN from scratch using NumPy, then uses historical stock-price of Alphabet Inc. (GOOGL) up to 2020 to forecast prices in 2021. The created model captures all significant trends.

   Jupyter Notebook

3. AES-128 AES-128 Public

   This is a NumPy implementation of the symmetric-key cryptosystem AES-128, which can encrypt-&-decrypt RGB images.

   Jupyter Notebook

4. RSA-32 RSA-32 Public

   This is a NumPy implementation of the asymmetric-key cryptosystem RSA, which can encrypt-&-decrypt RGB images.

   Jupyter Notebook

5. MPEG-CoDec MPEG-CoDec Public

   This program compresses a video by using the Discrete Cosine Transform (DCT) & predictive encoding (with motion compensation)

   Python

6. Image-Compression-with-Haar-DWT Image-Compression-with-Haar-DWT Public

   This program compresses an image by using the 2D Discrete Wavelet Transform (with Haar wavelets)

   Python 1 1