Amit Meel's repositories
custom_ml_examples
How to write custom estimators, dataloaders, trnasformers, losses, metrics etc in different machine learning libraries
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
data_to_viz
Leading to the dataviz you need
deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
free-programming-books
:books: Freely available programming books
handsonmlwithsklearntf
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
jupyter
Jupyter metapackage for installation, docs and chat
LangChain-for-LLM-Application-Development
short course on LangChain for large language model application development hosted by deeplearning.ai
large-language-models
Notebooks for Large Language Models (LLMs) Specialization
LLM-PowerHouse-A-Curated-Guide-for-Large-Language-Models-with-Custom-Training-and-Inferencing
LLM-PowerHouse: Unleash LLMs' potential through curated tutorials, best practices, and ready-to-use code for custom training and inferencing.
markdown-here
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
minbpe
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
mlops-best-practices
Practical guide to build end-to-end machine learning pipeline and deploy your model in production,
mlops-template
mlops template
models
Models and examples built with TensorFlow
python-deepdive
Python Deep Dive Course - Accompanying Materials
python-poetry-docker-example
Example of integrating Poetry with Docker leveraging multi-stage builds.
scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
slate
Beautiful static documentation for your API
tensorflow
An Open Source Machine Learning Framework for Everyone
Tensorflow-2.0-Deep-Learning-and-Artificial-Intelligence
https://www.udemy.com/course/deep-learning-tensorflow-2/
tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
The-Python-Graph-Gallery
A website displaying hundreds of charts made with Python