Machine learning, deep learning, reinforcement learning, statistics and optimization codes in Python. I have organized the codes in respective sub-folders as shown below.
I used Python 3.7 to code these algorithms.
| Folder | Description |
|---|---|
| Data Science from Scratch | Python implementations of the algorithms discussed in the book Data Science from Scratch by Joel Grus. |
| Machine Learning | Implementations of various machine learning algorithms expalined in books from Drs. Kevin Murphy and Christopher Bishop. |
| Reinforcement_Learning | Python implementations of the algorithms discussed Udemy's course Artificial Intelligence: Reinforcement Learning in Python. |