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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/tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow

Last synced: 23 Dec 2024

https://github.com/pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

autograd deep-learning gpu machine-learning neural-network numpy python tensor

Last synced: 23 Dec 2024

https://github.com/d2l-ai/d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python

Last synced: 23 Dec 2024

https://github.com/tesseract-ocr/tesseract

Tesseract Open Source OCR Engine (main repository)

hacktoberfest lstm machine-learning ocr ocr-engine tesseract tesseract-ocr

Last synced: 23 Dec 2024

https://github.com/scikit-learn/scikit-learn

scikit-learn: machine learning in Python

data-analysis data-science machine-learning python statistics

Last synced: 23 Dec 2024

https://github.com/ageitgey/face_recognition

The world's simplest facial recognition api for Python and the command line

face-detection face-recognition machine-learning python

Last synced: 23 Dec 2024

https://github.com/labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attention deep-learning deep-learning-tutorial gan literate-programming machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers

Last synced: 23 Dec 2024

https://github.com/aymericdamien/tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

deep-learning examples machine-learning python tensorflow tutorial

Last synced: 23 Dec 2024

https://github.com/aymericdamien/TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

deep-learning examples machine-learning python tensorflow tutorial

Last synced: 25 Oct 2024

https://github.com/mlabonne/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

course large-language-models llm machine-learning roadmap

Last synced: 23 Dec 2024

https://github.com/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.

ai assistant chatgpt discord-bot language-model machine-learning nextjs python rlhf

Last synced: 23 Dec 2024

https://github.com/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.

ai assistant chatgpt discord-bot language-model machine-learning nextjs python rlhf

Last synced: 26 Oct 2024

https://github.com/microsoft/deepspeed

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

billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero

Last synced: 23 Dec 2024

https://github.com/photoprism/photoprism

AI-Powered Photos App for the Decentralized Web 🌈💎✨

ai golang google-photos machine-learning photography private-cloud self-hosted tensorflow

Last synced: 23 Dec 2024

https://github.com/ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

automl data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search java llm-serving machine-learning model-selection optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow

Last synced: 23 Dec 2024

https://github.com/gradio-app/gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

data-analysis data-science data-visualization deep-learning deploy gradio gradio-interface hacktoberfest interface machine-learning models python python-notebook ui ui-components

Last synced: 23 Dec 2024

https://github.com/bvlc/caffe

Caffe: a fast open framework for deep learning.

deep-learning machine-learning vision

Last synced: 23 Dec 2024

https://github.com/BVLC/caffe

Caffe: a fast open framework for deep learning.

deep-learning machine-learning vision

Last synced: 25 Oct 2024

https://github.com/microsoft/DeepSpeed

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

billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero

Last synced: 28 Oct 2024

https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

coursera machine-learning

Last synced: 07 Nov 2024

https://github.com/fengdu78/coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

coursera machine-learning

Last synced: 24 Nov 2024

https://github.com/lightning-ai/pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 23 Dec 2024

https://github.com/Lightning-AI/pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 29 Oct 2024

https://github.com/donnemartin/data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano

Last synced: 23 Dec 2024

https://github.com/openai/clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-learning machine-learning

Last synced: 23 Dec 2024

https://github.com/dmlc/xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

distributed-systems gbdt gbm gbrt machine-learning xgboost

Last synced: 23 Dec 2024

https://github.com/fastai/fastai

The fastai deep learning library

colab deep-learning fastai gpu machine-learning notebooks python pytorch

Last synced: 23 Dec 2024

https://github.com/iperov/deepfacelive

Real-time face swap for PC streaming or video calls

deepfake faceswap machine-learning real-time streaming videocall webcam

Last synced: 29 Sep 2024

https://github.com/OpenAI/CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-learning machine-learning

Last synced: 28 Nov 2024

https://github.com/mozilla/deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow

Last synced: 23 Dec 2024

https://github.com/ageron/handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

deep-learning deprecated distributed jupyter-notebook machine-learning ml neural-network python scikit-learn tensorflow

Last synced: 23 Dec 2024

https://github.com/openai/CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-learning machine-learning

Last synced: 27 Oct 2024

https://github.com/okulbilisim/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science

Last synced: 16 Nov 2024

https://github.com/d2l-ai/d2l-en

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

book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow

Last synced: 23 Dec 2024

https://github.com/mozilla/DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow

Last synced: 25 Oct 2024

https://github.com/mozilla/stt

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow

Last synced: 13 Oct 2024

https://github.com/eriklindernoren/ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch

Last synced: 23 Dec 2024

https://github.com/eriklindernoren/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch

Last synced: 26 Oct 2024

https://github.com/datawhalechina/pumpkin-book

《机器学习》(西瓜书)公式详解

book machine-learning pumpkin-book

Last synced: 26 Nov 2024

https://github.com/mxgmn/wavefunctioncollapse

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

algorithm csharp gamedev machine-learning procedural-generation wfc

Last synced: 23 Dec 2024

https://github.com/modularml/mojo

The Mojo Programming Language

ai language machine-learning modular mojo programming-language

Last synced: 03 Dec 2024

https://github.com/mxgmn/WaveFunctionCollapse

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

algorithm csharp gamedev machine-learning procedural-generation wfc

Last synced: 25 Oct 2024

https://github.com/trekhleb/homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

algorithm jupyter jupyter-notebook machine-learning machine-learning-algorithms machinelearning python

Last synced: 24 Dec 2024

https://github.com/shap/shap

A game theoretic approach to explain the output of any machine learning model.

deep-learning explainability gradient-boosting interpretability machine-learning shap shapley

Last synced: 23 Dec 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: 23 Dec 2024

https://github.com/jaidedai/easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition

Last synced: 23 Dec 2024

https://github.com/JaidedAI/EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition

Last synced: 26 Oct 2024

https://github.com/sebastianruder/nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

dialogue machine-learning machine-translation named-entity-recognition natural-language-processing nlp-tasks

Last synced: 23 Dec 2024

https://github.com/sebastianruder/NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

dialogue machine-learning machine-translation named-entity-recognition natural-language-processing nlp-tasks

Last synced: 28 Oct 2024