Some resources and notebooks which I use for ML!
- Data Pre-processing - Data preprocessing notes
- TF_2.0 - My TensorFlow learnings! 😏
- Fast.ai - My Fast.ai learnings from Fastai Course v3
- PyTorch 60mins Blitz - 60mins Blitz program from PyTorch tutorials
- Julia Computing NBs - My Julia Academy Notebooks
- Kaggle DataMaestro2020 - Kaggle in-class competition Data Maestro 2020 (star-classification)
- Kaggle Notebooks - My kaggle notebooks
- Points for Data Pre-Processing - Some points I noted down for Data Pre-Processing
- Kaggle DataQuest2020 - Kaggle in-class competition Data Quest 2020 (multi-varient time series) (DQ-EP09.ipynb is the solution book)
- Kaggle DataQuest2020 2.0 - Notebooks from Kaggle in-class competition Data Quest 2020 (imbalanced data classification)
- SDSS DR3 Astronomy Space Dataset - A small dataset I want to learn data preprocessing techniques on!
- Datasets - Some precleaned datasets from different sources
- Machine Learning Regression NBs - MIT-WPU, Pune ML Workshop
- TensorFlow 2.0 NBs - TF2.0 FreeCodeCamp Youtube 7hr video Notebooks
- Others winning NBs - Winning notebooks from kaggle in-class, for studying.