https://github.com/codersguild/pythonista
Python code snippets & examples for developers. Python3, PyTorch, Pandas, ML/DL, Numpy, Scikit-learn, Seaborn, Matplotlib
https://github.com/codersguild/pythonista
machine-learning matplotlib pandas-dataframe python python3 pytorch reinforcement-learning rnn
Last synced: 8 days ago
JSON representation
Python code snippets & examples for developers. Python3, PyTorch, Pandas, ML/DL, Numpy, Scikit-learn, Seaborn, Matplotlib
- Host: GitHub
- URL: https://github.com/codersguild/pythonista
- Owner: codersguild
- License: gpl-3.0
- Created: 2020-07-31T06:08:06.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2022-01-17T17:47:51.000Z (over 3 years ago)
- Last Synced: 2025-05-18T20:38:01.104Z (about 1 month ago)
- Topics: machine-learning, matplotlib, pandas-dataframe, python, python3, pytorch, reinforcement-learning, rnn
- Language: Python
- Homepage:
- Size: 15.8 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
## Python3 & Machine Learning
- Python for Developers (Otherwise ML Guys)
- Use of `neural network` to under `program graphs` and improve `program analysis`.
- My research works needs good understanding of `reinforcement learning` & `deep-Q` networks. (This is my major exposure area and focus agenda for ML)
## Code
- For Python3 features.
- Frequently used code snippets & examples.
- For Machine Learning Processing using `pytorch`, `scikit`, `matplotlib`, `pandas` & `numpy`.
## PyLinks
Some Important Python Concepts & examples
- [TopTal : Python Common Mistakes](https://www.toptal.com/python/top-10-mistakes-that-python-programmers-make)
- [DeepSource : Python Gotchas and Mistakes](https://deepsource.io/blog/python-common-mistakes/)
- [Pass by Name : Function Arguments](https://lucumr.pocoo.org/2011/7/9/python-and-pola/#pass-by-what-exactly)
- [Understanding Python Language Features using ASTs](https://docs.python.org/3/library/ast.html)
- [LLVM Architechture in Python](http://www.llvmpy.org/)
- [Pattern Tutorials](https://www.youtube.com/watch?v=oNalXg67XEE)
- [Fuzzing Tool : Python](https://www.fuzzingbook.org/)
- [Idiomatic Python](https://intermediate-and-advanced-software-carpentry.readthedocs.io/en/latest/idiomatic-python.html)
- [Tail Recursion](https://www.educative.io/shoteditor/6325234209652736)
- [Read Large Files](https://www.journaldev.com/32059/read-large-text-files-in-python)
- [Cool Microservices Example](http://skybert.net/python/developing-a-restful-micro-service-in-python/)
- [AST Parser Visitor](https://www.kite.com/python/docs/ast.NodeVisitor)
- [Python @staticmethod](https://realpython.com/instance-class-and-static-methods-demystified/)
- [MNIST DataSet](https://drive.google.com/file/d/1ulNlY1HSdqOfruiwIwWemoFVkYH54QFj/view?usp=sharing)