FedML-AI/FedML
FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

👨‍💻: #Python #Jupyter_Notebook #Java
⭐: 2192 🍴: 526

#federated_learning #deep_learning #distributed_training #blockchain #edge_ai #machine_learning #on_device_training #inference_engine #marketplace #mlops #privacy #security

mindsdb/mindsdb
In-Database Machine Learning

👨‍💻: #Python #Dockerfile #Smarty
⭐: 11074 🍴: 1321

#ml #pytorch #automl #explainable_ai #explainable_ml #artificial_intelligence #machine_learning #mariadb #clickhouse #hacktoberfest #mysql #machine_learning_api #postgresql #snowflake #singlestore

AMAI-GmbH/AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022

👨‍💻: #JavaScript #Vue #Stylus
⭐: 22761 🍴: 2027

#deep_learning #artificial_intelligence #roadmap #ai_roadmap #machine_learning #study_plan #data_science #data_analysis #neural_network #ai

NVlabs/instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more

👨‍💻: #Cuda #Cpp #Python
⭐: 10231 🍴: 1202

#neural_network #machine_learning #cuda #nerf #computer_graphics #computer_vision #3d_reconstruction #signed_distance_functions #function_approximation #real_time #realtime #real_time_rendering

OpenBB-finance/OpenBBTerminal
Investment Research for Everyone, Anywhere.

👨‍💻: #Python
⭐: 18283 🍴: 1905

#python #investment #machine_learning #artificial_intelligence #finance #cryptocurrency #investment_research #stocks #quantitative_finance #economics #crypto #hacktoberfest

Developer-Y/cs-video-courses
List of Computer Science courses with video lectures.

⭐: 47775 🍴: 6875

#computer_science #algorithms #systems #databases #machine_learning #web_development #security #computer_architecture #bioinformatics #robotics #embedded_systems #database_systems #programming_language #computer_vision #quantum_computing

visenger/awesome-mlops
A curated list of references for MLOps

⭐: 9240 🍴: 1465

#machine_learning #mlops #data_science #engineering #federated_learning #devops #software_engineering #ai #ml

LAION-AI/Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

👨‍💻: #Jupyter_Notebook #Python #TypeScript
⭐: 3514 🍴: 289

#chatgpt #language_model #rlhf #ai #assistant #discord_bot #machine_learning #nextjs #python

bigscience-workshop/petals
🌸 Run 100B+ language models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

👨‍💻: #Python #Shell #Dockerfile
⭐: 2638 🍴: 64

#bloom #deep_learning #distributed_systems #language_models #large_language_models #machine_learning #neural_networks #pytorch #volunteer_computing #pipeline_parallelism #tensor_parallelism

binhnguyennus/awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

⭐: 43227 🍴: 4901

#system_design #backend #scalability #interview #architecture #devops #design_patterns #interview_questions #awesome_list #big_data #awesome #resources #lists #web_development #programming #system #interview_practice #computer_science #distributed_systems #machine_learning

Developer-Y/cs-video-courses
List of Computer Science courses with video lectures.

⭐: 50023 🍴: 7169

#computer_science #algorithms #systems #databases #machine_learning #web_development #security #computer_architecture #bioinformatics #robotics #embedded_systems #database_systems #programming_language #computer_vision #quantum_computing #computational_biology #computational_physics #deep_learning #reinforcement_learning

RasaHQ/rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

👨‍💻: #Python #Makefile #Dockerfile
⭐: 15437 🍴: 4216

#nlp #machine_learning #machine_learning_library #bot #bots #botkit #rasa #wit #nlu #conversational_bots #conversational_agents #conversational_ai #spacy #mitie #chatbot #chatbots #chatbots_framework #bot_framework #natural_language_processing #conversation_driven_development

huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

👨‍💻: #Python #Cuda #Shell
⭐: 81827 🍴: 18137

#nlp #natural_language_processing #pytorch #language_model #tensorflow #bert #language_models #pytorch_transformers #nlp_library #transformer #model_hub #pretrained_models #jax #flax #seq2seq #speech_recognition #hacktoberfest #python #machine_learning #deep_learning

microsoft/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

👨‍💻: #Python #Cuda #Cpp
⭐: 9076 🍴: 1091

#deep_learning #pytorch #gpu #machine_learning #billion_parameters #data_parallelism #model_parallelism #inference #pipeline_parallelism #compression #mixture_of_experts #trillion_parameters #zero

qdrant/qdrant
Qdrant - Vector Search Engine and Database for the next generation of AI applications. Also available in the cloud https://qdrant.to/cloud

👨‍💻: #Rust #Python #Shell
⭐: 4642 🍴: 211

#neural_network #matching #search_engine #knn_algorithm #hnsw #vector_search #nearest_neighbor_search #image_search #embeddings_similarity #approximate_nearest_neighbor_search #recommender_system #vector_search_engine #mlops #search_engines #neural_search #similarity_search #vector_database #machine_learning #search

Developer-Y/cs-video-courses
List of Computer Science courses with video lectures.

⭐: 53172 🍴: 7583

#computer_science #algorithms #systems #databases #machine_learning #web_development #security #computer_architecture #bioinformatics #robotics #embedded_systems #database_systems #programming_language #computer_vision #quantum_computing #computational_biology #computational_physics #deep_learning #reinforcement_learning

OpenBB-finance/OpenBBTerminal
Investment Research for Everyone, Anywhere.

👨‍💻: #Python
⭐: 20131 🍴: 2046

#python #investment #machine_learning #artificial_intelligence #finance #cryptocurrency #investment_research #stocks #quantitative_finance #economics #crypto #openbb

modelscope/modelscope
ModelScope: bring the notion of Model-as-a-Service to life.

👨‍💻: #Python #Cuda #Cpp
⭐: 1500 🍴: 169

#nlp #cv #speech #multi_modal #science #deep_learning #machine_learning #python

bigscience-workshop/petals
🌸 Run 100B+ language models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

👨‍💻: #Python #Shell #Dockerfile
⭐: 4149 🍴: 132

#bloom #deep_learning #distributed_systems #language_models #large_language_models #machine_learning #neural_networks #pytorch #volunteer_computing #pipeline_parallelism #tensor_parallelism

ml-tooling/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

⭐: 13352 🍴: 2021

#python #machine_learning #data_science #nlp #data_visualization #tensorflow #pytorch #scikit_learn #keras #data_visualizations #deep_learning #automl #ml #jax #transformer #data_analysis #chatgpt #gpt #gpt_3