Lists (16)
Stars
A repo lists papers related to LLM based agent
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform
Curated coding interview preparation materials for busy software engineers
Uplift modeling and causal inference with machine learning algorithms
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…
ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any model or data and different Shapley Values for tree-based m…
All Algorithms implemented in Python
Curated list of data science interview questions and answers
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
A library for efficient similarity search and clustering of dense vectors.
Source code accompanying O'Reilly book: Machine Learning Design Patterns
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL…
Some work of Andrew Ng's course on Coursera
Flake8 plugin that checks import order against various Python Style Guides
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Code Repository for Machine Learning with PyTorch and Scikit-Learn
A library for developing deep generative models in a more concise, intuitive and extendable way
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Streamlit — A faster way to build and share data apps.
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
Tools for diffing and merging of Jupyter notebooks.
Open-source toolbox for visual fashion analysis based on PyTorch