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Machine learning

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

https://github.com/microsoft/CNTK

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

c-plus-plus c-sharp cntk cognitive-toolkit deep-learning deep-neural-networks distributed java machine-learning neural-network python

Last synced: 30 Jul 2024

https://github.com/mlflow/mlflow

Open source platform for the machine learning lifecycle

ai apache-spark machine-learning ml mlflow model-management

Last synced: 30 Jul 2024

https://github.com/paperless-ngx/paperless-ngx

A community-supported supercharged version of paperless: scan, index and archive all your physical documents

angular archiving django dms document-management document-management-system machine-learning ocr optical-character-recognition pdf

Last synced: 30 Jul 2024

https://github.com/Unity-Technologies/ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

deep-learning deep-reinforcement-learning machine-learning neural-networks reinforcement-learning unity unity3d

Last synced: 31 Jul 2024

https://github.com/Microsoft/LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

data-mining decision-trees distributed gbdt gbm gbrt gradient-boosting kaggle lightgbm machine-learning microsoft parallel python r

Last synced: 02 Aug 2024

https://github.com/microsoft/LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

data-mining decision-trees distributed gbdt gbm gbrt gradient-boosting kaggle lightgbm machine-learning microsoft parallel python r

Last synced: 29 Jul 2024

https://github.com/pytorch/vision

Datasets, Transforms and Models specific to Computer Vision

computer-vision machine-learning

Last synced: 30 Jul 2024

https://github.com/zziz/pwc

This repository is no longer maintained.

code cvpr eccv iccv icml machine-learning nips paper

Last synced: 30 Jul 2024

https://github.com/NLP-LOVE/ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

deep-learning machine-learning nlp

Last synced: 01 Aug 2024

https://github.com/tensorflow/tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

deep-learning machine-learning machine-translation reinforcement-learning tpu

Last synced: 31 Jul 2024

https://github.com/kailashahirwar/cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

artificial-intelligence deep-learning keras machine-learning matplotlib numpy scipy

Last synced: 01 Aug 2024

https://github.com/dair-ai/ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

ai data-science deep-learning machine-learning natural-language-processing nlp

Last synced: 30 Jul 2024

https://github.com/uber/horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber

Last synced: 12 Aug 2024

https://github.com/microsoft/qlib

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

algorithmic-trading auto-quant deep-learning finance fintech investment machine-learning paper platform python quant quant-dataset quant-models quantitative-finance quantitative-trading research research-paper stock-data

Last synced: 31 Jul 2024

https://github.com/horovod/horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber

Last synced: 30 Jul 2024

https://github.com/gunthercox/ChatterBot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

bot chatbot chatterbot conversation language machine-learning python

Last synced: 31 Jul 2024

https://github.com/flairNLP/flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

machine-learning named-entity-recognition natural-language-processing nlp pytorch semantic-role-labeling sequence-labeling word-embeddings

Last synced: 30 Jul 2024

https://github.com/deepset-ai/haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

ai bert chatgpt generative-ai gpt-3 information-retrieval language-model large-language-models machine-learning nlp python pytorch question-answering semantic-search squad summarization transformers

Last synced: 31 Jul 2024

https://github.com/albumentations-team/albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

augmentation deep-learning detection fast-augmentations image-augmentation image-classification image-processing image-segmentation machine-learning object-detection python segmentation

Last synced: 31 Jul 2024

https://github.com/Mikoto10032/DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

cnn deep-learning deeplearning gan gcn kaggle machine-learning machinelearning mxnet pytorch rnn tensorflow

Last synced: 01 Aug 2024

https://github.com/davisking/dlib

A toolkit for making real world machine learning and data analysis applications in C++

c-plus-plus computer-vision deep-learning dlib machine-learning machine-learning-library python

Last synced: 30 Jul 2024

https://github.com/halfrost/Halfrost-Field

✍🏻 这里是写博客的地方 —— Halfrost-Field 冰霜之地

algorithm analyze article blog go golang ios javascript machine-learning network objective-c source-code swift

Last synced: 30 Jul 2024

https://github.com/ai4finance-foundation/fingpt

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis

Last synced: 02 Aug 2024

https://github.com/AI4Finance-Foundation/FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis

Last synced: 31 Jul 2024

https://github.com/extreme-assistant/CVPR2024-Paper-Code-Interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

computer-vision cvpr2019 cvpr2020 cvpr2021 cvpr2022 deep-learning image-classification image-segmentation machine-learning object-detection papers

Last synced: 31 Jul 2024

https://github.com/janishar/mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

book chapter clear deep-learning deeplearning excercises good learning lecture-notes linear-algebra machine machine-learning mit neural-network neural-networks pdf print printable thinking

Last synced: 30 Jul 2024

https://github.com/alex000kim/nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

content-moderation deep-learning machine-learning nsfw nsfw-classifier pornography

Last synced: 31 Jul 2024

https://github.com/rasbt/python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

data-mining data-science logistic-regression machine-learning machine-learning-algorithms neural-network python scikit-learn

Last synced: 30 Jul 2024

https://github.com/bbfamily/abu

阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构

algorithmic-trading bitcoin machine-learning matplotlib numpy pandas quant quantitative-trading stock trade trading

Last synced: 31 Jul 2024

https://github.com/dair-ai/ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

artificial-intelligence deep-learning design machine-learning natural-language-processing

Last synced: 30 Jul 2024

https://github.com/datawhalechina/leedl-tutorial

《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

bert chatgpt cnn deep-learning diffusion gan leedl-tutorial machine-learning network-compression pruning reinforcement-learning rnn self-attention transfer-learning transformer tutorial

Last synced: 31 Jul 2024

https://github.com/apache/tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

compiler deep-learning gpu javascript machine-learning metal opencl performance rocm spirv tensor tvm vulkan

Last synced: 31 Jul 2024

https://github.com/apple/turicreate/

Turi Create simplifies the development of custom machine learning models.

deep-learning machine-learning python

Last synced: 03 Aug 2024

https://github.com/apple/turicreate

Turi Create simplifies the development of custom machine learning models.

deep-learning machine-learning python

Last synced: 31 Jul 2024

https://github.com/chiphuyen/stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

chatbot course-materials deep-learning machine-learning natural-language-processing nlp python stanford tensorflow tutorial

Last synced: 30 Jul 2024

https://github.com/rushter/MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

deep-learning machine-learning machine-learning-algorithms neural-networks python

Last synced: 31 Jul 2024

https://github.com/ultralytics/yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

deep-learning machine-learning object-detection ultralytics yolo yolov3 yolov5

Last synced: 31 Jul 2024

https://github.com/fastai/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

algorithms data-science deep-learning linear-algebra machine-learning numpy python

Last synced: 31 Jul 2024

https://github.com/aws/amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

aws data-science deep-learning examples inference jupyter-notebook machine-learning mlops reinforcement-learning sagemaker training

Last synced: 01 Aug 2024

https://github.com/facebookresearch/llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm

Last synced: 05 Sep 2024

https://github.com/meta-llama/llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm

Last synced: 30 Jul 2024

https://github.com/jacobgil/pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai

Last synced: 01 Aug 2024

https://github.com/tflearn/tflearn

Deep learning library featuring a higher-level API for TensorFlow.

data-science deep-learning machine-learning neural-network tensorflow tflearn

Last synced: 31 Jul 2024

Machine learning Awesome Lists
awesome-scalability 917 awesome-deep-learning-papers 238 awesome-datascience 816 awesome-deep-learning 597 awesome-production-machine-learning 563 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-artificial-intelligence 163 awesome-project-ideas 57 awesome-ml-for-cybersecurity 164 Awesome-CoreML-Models 58 awesome-machine-learning-on-source-code 264 awesome-self-supervised-learning 453 useful-java-links 805 awesome-multimodal-ml 480 awesome-learning-resources 495 Awesome-Embedded 286 Awesome-Geospatial 1,254 awesome-quant 136 Awesome-Prompt-Engineering 147 awesome-mlops 299 awesome-machine-learning-interpretability 1,087 awesome-conformal-prediction 862 awesome-robotic-tooling 939 awesome-ai-residency 87 awesome-TS-anomaly-detection 54 awesome-deep-learning-music 248 awesome-anomaly-detection 138 awesome-ml-courses 39 awesome-quantum-machine-learning 267 Awesome-Quant-Machine-Learning-Trading 123 Computer-Science-Resources 51 awesome-python-data-science 378 awesome-decision-tree-papers 423 awesome-tensor-compilers 164 awesome-chatgpt 167 awesome-robotics-libraries 205 machine-learning-with-ruby 215 awesome_time_series_in_python 69 awesome-streamlit 101 awesome-argo 384 Awesome-Federated-Learning 558 Awesome-Interview 204 awesome-embedding-models 75 Awesome-pytorch-list-CNVersion 692 Awesome-Rust-MachineLearning 48 awesome-deep-learning-resources 141
Machine learning Categories
Papers 5,415 Uncategorized 3,971 Scalability 2,829 Books 2,797 Vision 2,028 **Literature and Codes** 1,790 Table of Contents 1,074 fl in top-tier journal 1,050 Repos 1,033 文本生成、文本对话 1,017 Articles 852 Computational Information Geometry 805 Videos 797 Blog Posts 765 fl in top ml conference and journal 754 Intelligence 728 Year 2022 726 Robust Machine Learning in Medical Domain 726 Articles & Blogs 694 [Problems](#content) 625