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82 search results found

Applied Ml ⭐ 24,828

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

D2l En ⭐ 20,613

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Deep Learning Drizzle ⭐ 10,767

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Fingpt ⭐ 10,376

Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.

Machine_learning_examples ⭐ 7,861

A collection of machine learning examples and tutorials.

Awesome Self Supervised Learning ⭐ 5,689

A curated list of awesome self-supervised methods

Awesome Multimodal Ml ⭐ 5,399

Reading list for research topics in multimodal machine learning

Awesome Chatgpt ⭐ 3,711

ChatGPT资料汇总学习，持续更新......

Arxivtimes ⭐ 3,709

repository to research & share the machine learning articles

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Awesome Deeplearning Resources ⭐ 2,739

Deep Learning and deep reinforcement learning research papers and some codes

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Ml Surveys ⭐ 2,538

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

Ml Course ⭐ 1,936

Open Machine Learning course

Rl4lms ⭐ 1,911

A modular RL library to fine-tune language models to human preferences

Transformers_tasks ⭐ 1,521

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

Nlp_overview ⭐ 958

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

Dl Nlp Readings ⭐ 847

My Reading Lists of Deep Learning and Natural Language Processing

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Coursera ⭐ 746

Quiz & Assignment of Coursera

Ml University ⭐ 710

Machine Learning Open Source University

Fast_abs_rl ⭐ 622

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

Rlseq2seq ⭐ 610

Deep Reinforcement Learning For Sequence to Sequence Models

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

Leakgan ⭐ 561

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

Skychat Chinese Chatbot Gpt3 ⭐ 543

SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等 SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing.

Machine Learning Articles ⭐ 519

Monthly Series - Top 10 Machine Learning Articles

Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

Complete Life Cycle Of A Data Science Project ⭐ 499

Complete-Life-Cycle-of-a-Data-Science-Project

Mlinterview ⭐ 419

:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

Matterport3dsimulator ⭐ 414

AI Research Platform for Reinforcement Learning from Real Panoramic Images.

Rl Chatbot ⭐ 383

🤖 Deep Reinforcement Learning Chatbot

Datascience_artificialintelligence_utils ⭐ 369

Examples of Data Science projects and Artificial Intelligence use-cases

Tensorlayer Tricks ⭐ 351

How to use TensorLayer

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Deep Learning Nlp Rl Papers ⭐ 286

Recent Deep Learning papers in NLU and RL

Dynalang ⭐ 248

Code for "Learning to Model the World with Language."

Machine Learning Notebooks ⭐ 241

Machine Learning notebooks for refreshing concepts.

Awesome Papers Autonomous Agent ⭐ 230

A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents.

Openml Guide ⭐ 215

An extensive library of AI resources including books, courses, papers, guides, articles, tutorials, notebooks, AI field advancements and more.

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Amazing Machine Learning Opensource 2019 ⭐ 189

Amazing Machine Learning Open Source Tools and Projects for the Past Year (v.2019)

Data Science Toolkit ⭐ 185

Collection of stats, modeling, and data science tools in Python and R.

Minerva ⭐ 165

Meandering In Networks of Entities to Reach Verisimilar Answers

Implicit Language Q Learning ⭐ 153

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

Java Deep Learning Cookbook ⭐ 150

Code for Java Deep Learning Cookbook

Deep_learning_study ⭐ 118

A curated list of Deep Learning

Mzutils ⭐ 109

Neuraldialog Larl ⭐ 107

PyTorch implementation of latent space reinforcement learning for E2E dialog published at NAACL 2019. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

Code for the ICLR 2021 paper "A Distributional Approach to Controlled Text Generation"

Awesome Artificial Intelligence Research ⭐ 80

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

1 Year Machinelearning Journey ⭐ 80

An advanced program in Machine Learning and Deep Learning

Machinelearningwithpython ⭐ 79

Get started with Machine Learning with Python - An introduction with Python programming examples

Deep Learning Pytorch ⭐ 61

A repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field

Conversational Ai ⭐ 57

Conversational AI Reading Materials

Some JavaScript works published as demos, mostly ML or DS

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction

Transformers In Action ⭐ 51

This is the corresponding code for the book Transformers in Action

The notes for Math, Machine Learning, Deep Learning and Research papers.

Secondaryawesomecollection ⭐ 49

收集深度学习相关的awesome 资源列表,欢迎补充

Dépôt pour le cours d'IA par la communauté @DefendIntelligence.

Agents that build knowledge graphs and explore textual worlds by asking questions

Deep Learning Mahjong ⭐ 45

Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states

Point Then Operate ⭐ 44

Code for the ACL 2019 paper ``A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer``

Artificial Intelligence How_computers_think Master ⭐ 43

Berkeley CS182/282A Designing, Visualizing and Understanding Deep Neural Networks

Blocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)

State-of-the-art models in AI,ML,NLP & Vision for FinTech community by Yubi Data Science Team

DB-BERT tunes database systems for optimal performance, using tuning hints mined from text.

Kaggle Courses ⭐ 39

Courses on Kaggle

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

Code for ACL 2022 paper on the topic of long document summarization: MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes

Java Deep Learning Cookbook ⭐ 35

Java Deep Learning Cookbook, published by Packt

Cornell Instruction Following Framework

Summary Reward No Reference ⭐ 28

A reference-free metric for measuring summary quality, learned from human ratings.

Vlainic.github.io ⭐ 27

My GitHub blog: things you might be interested, and probably not...

Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"

Machine Learning Models ⭐ 26

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.

Ai Ds Ml Rl Dl Youtube_resources ⭐ 24

some really important Youtube Channels in the field of AI/ML/RL/DS and Mathematics behind them are shared here for everyone who is interested.

🔬 Absolutely comfort lab for me to work around with my own AIs and to empirically observe how powerful and impactful these technologies are. I do love these technologies!

The Love I Receive From Udacity Reviewer Resources ⭐ 23

To memorize the journey start from self-driving Car Engineer Nanodegree Program to Artificial Intelligence Nanodegree Program to Flying Car Nanodegree Program then Robotics Software Engineer Nanodegree Program and AI for Trading Nanodegree program

Calm Dialogue ⭐ 23

Official code for the paper "Context-Aware Language Modeling for Goal-Oriented Dialogue Systems"

Code for the paper "Making Language Models Better Tool Learners with Execution Feedback."

Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.

Machine_learning_a Z_all_codes_and_templates ⭐ 20

All codes, both created and optimized for best results from the SuperDataScience Course

Fintech Literature ⭐ 20

Fintech literature, including journal, conference, book and useful links

Projects ⭐ 20

Data Science Portfolio

Author implementation of "Learning to Search in Long Documents Using Document Structure" (Mor Geva and Jonathan Berant, 2018)

Tutorials ⭐ 19

Machine Learning Tutorials & Fundamentals

Ml Research Made Easy ⭐ 19

Link of ML papers to their blogs/ supplementary material

Vision2022 ⭐ 18

Slides of "Machine Vision" course by Zhejiang University Student Smart Factory Innovation Club 浙江大学学生智能工厂创新俱乐部《智能工厂软机器视觉教学》社团精品课程

Paper Clip ⭐ 17

List of various interesting papers

Deep Learning Is Awesome ⭐ 17

A curated list of deep learning tutorials, projects and other resources

Ai Roadmap ⭐ 17

A beginner's roadmap to getting started in Machine Learning, by COPS IIT(BHU).

Notebookexplore ⭐ 17

A collection of #MachineLearning #Python Notebooks 🤖 🐍📚 that can be launched to the ☁️ for use and experimentation. No setup needed, just launch it 🚀

Great Deep Learning Books ⭐ 16

A Great Collection of Deep Learning (e)Books

Advantage Leftover Lunch Reinforcement Learning (A-LoL RL): Improving Language Models with Advantage-based Offline Policy Gradients

Papers Books And Blogs ⭐ 16

This repository contains the research papers, white papers, thesis etc that I love.

Ml_gallery ⭐ 16

This is a master project of some experiments with Neural Networks. Every project here is runnable, visualized and explained clearly.

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