vikx01

dl-4-tsc

Deep Learning for Time Series Classification

litgpt

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

TensorFlow-Advanced-Techniques-Specialization

TensorFlow: Advanced Techniques Course material on cousera this repository is for learning purpose.

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

GANs-Public

Course notebooks for GANs specializations

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

tensorflow-3-public

Public facing repo for TensorFlow Advanced Techniques specialization

tensorflow-2-public

tensorflow-1-public

Siamese-Networks-for-One-Shot-Learning

Implementation of Siamese Neural Networks for One-shot Image Recognition

trax

Trax — Deep Learning with Clear Code and Speed

mooc-optimization

autograd

Efficiently computes derivatives of numpy code.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

useR-machine-learning-tutorial

useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

nemesis

Reward Model framework for LLM RLHF

phoenix

AI Observability & Evaluation

ml-engineering

Machine Learning Engineering Open Book

litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)

autogen

A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

Awesome-LLMOps

An awesome & curated list of best LLMOps tools for developers

weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

milvus

A cloud-native vector database, storage for next generation AI applications

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

ML-Study-Guide

Minimal Machine Learning Study Plan

Scalable-Software-Architecture

Collection of tech talks, papers and web links on Distributed Systems, Scalability and System Design.

Practical_RL

A course in reinforcement learning in the wild

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.