Machine learning, deep learning, reinforcement learning, statistics and optimization codes in Python. The codes are organized in respective sub-folders as shown below.
| Folder | Description |
|---|---|
| Data_Science_from_Scratch | Python implementations of the algorithms discussed in the Data Science from Scratch book by Joel Grus |
| Machine Learning | Python implementations of various machine learning algorithms explained in the book Pattern Recognition and Machine Learning by Christopher Bishop and Probabilistic Machine Learning: An Introduction by Kevin Patrick Murphy. |
| Hands_on_Deep_Learning | Python implementations of various deep learning algorithms. |