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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/promptslab/Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

chatgpt chatgpt-api chatgpt-python gpt-3 gpt-3-prompts gpt-4 gpt-4-api gpt3-library large-language-models machine-learning nlp openai prompt-engineering prompt-toolkit prompt-tuning prompt-versioning prompting prompts promptversioning transformers

Last synced: 31 Oct 2024

https://github.com/scisharp/tensorflow.net

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

chatbot csharp deep-learning dotnetcore keras machine-learning scisharp tensorflow

Last synced: 09 Oct 2024

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

:fire: Machine Learning Notebooks

ai deep-learning machine-learning python pytorch

Last synced: 15 Oct 2024

https://github.com/promptslab/promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

chatgpt chatgpt-api chatgpt-python gpt-3 gpt-3-prompts gpt-4 gpt-4-api gpt3-library large-language-models machine-learning nlp openai prompt-engineering prompt-toolkit prompt-tuning prompt-versioning prompting prompts promptversioning transformers

Last synced: 15 Oct 2024

https://github.com/graykode/nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

keyword machine-learning natural-language-processing nlp probability-statistics roadmap textmining

Last synced: 14 Oct 2024

https://github.com/jaymody/picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

deep-learning gpt gpt-2 large-language-models machine-learning neural-network nlp python

Last synced: 29 Oct 2024

https://github.com/jaymody/picogpt

An unnecessarily tiny implementation of GPT-2 in NumPy.

deep-learning gpt gpt-2 large-language-models machine-learning neural-network nlp python

Last synced: 15 Oct 2024

https://github.com/srush/tensor-puzzles

Solve puzzles. Improve your pytorch.

machine-learning puzzle torch

Last synced: 14 Oct 2024

https://github.com/visionml/pytracking

Visual tracking library based on PyTorch.

computer-vision machine-learning tracking visual-tracking

Last synced: 15 Oct 2024

https://github.com/louisfb01/best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

2022 ai artificial-intelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning neural-network paper papers python sota state-of-art state-of-the-art technology

Last synced: 26 Oct 2024

https://github.com/louisfb01/best_ai_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.

2022 ai artificial-intelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning neural-network paper papers python sota state-of-art state-of-the-art technology

Last synced: 14 Oct 2024

https://github.com/JoePenna/Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.

ai artificial-intelligence image-generation img2img latent-diffusion machine-learning model-training stable-diffusion txt2img

Last synced: 08 Nov 2024

https://github.com/sbrugman/deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

arxiv deep-learning deep-learning-papers machine-learning neural-networks papers science

Last synced: 26 Sep 2024

https://github.com/joepenna/dreambooth-stable-diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.

ai artificial-intelligence image-generation img2img latent-diffusion machine-learning model-training stable-diffusion txt2img

Last synced: 15 Oct 2024

https://github.com/google/deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

bioinformatics deep-learning deep-neural-network deepvariant dna genome genomics machine-learning ngs science sequencing tensorflow

Last synced: 10 Oct 2024

https://github.com/ethen8181/machine-learning

:earth_americas: machine learning tutorials (mainly in Python3)

data-science deep-learning jupyter-notebook machine-learning python python3

Last synced: 15 Oct 2024

https://github.com/aksnzhy/xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

data-analysis data-science factorization-machines ffm fm machine-learning statistics

Last synced: 15 Oct 2024

https://github.com/DeepGraphLearning/LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

arxiv deep-learning machine-learning papers

Last synced: 25 Oct 2024

https://github.com/ml-tooling/opyrator

🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

deployment faas fastapi functions machine-learning microservices pydantic python python-functions serverless streamlit type-hints

Last synced: 13 Oct 2024

https://github.com/ben1234560/AiLearning-Theory-Applying

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

ai bert dataming deep-learning kaggle-competition learning-by-doing machine-learning nlp

Last synced: 08 Nov 2024

https://github.com/ben1234560/ailearning-theory-applying

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

ai bert dataming deep-learning kaggle-competition learning-by-doing machine-learning nlp

Last synced: 15 Oct 2024

https://github.com/kermitt2/grobid

A machine learning software for extracting information from scholarly documents

bibliographical-references crf deep-learning fulltext hamburger-to-cow machine-learning metadata pdf rnn scientific-articles transformers

Last synced: 15 Oct 2024

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

High-performance runtime for data analytics applications

analytics code-generation data llvm machine-learning pandas performance rust stanford

Last synced: 14 Oct 2024

https://github.com/girls-in-ai/girls-in-ai

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

deep-learning girl jupyter-notebook kaggle machine-learning python3

Last synced: 14 Oct 2024

https://github.com/girls-in-ai/Girls-In-AI

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

deep-learning girl jupyter-notebook kaggle machine-learning python3

Last synced: 07 Aug 2024

https://github.com/yanshengjia/ml-road

Machine Learning Resources, Practice and Research

computer-vision deep-learning machine-learning nlp pytorch speech-recognition tensorflow

Last synced: 07 Aug 2024

https://github.com/raghakot/keras-vis

Neural network visualization toolkit for keras

deep-learning keras machine-learning neural-networks tensorflow theano visualization

Last synced: 13 Oct 2024

https://github.com/opengeos/segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

artificial-intelligence deep-learning geopython geospatial machine-learning segment-anything segmentation

Last synced: 15 Oct 2024

https://github.com/QData/TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

adversarial-attacks adversarial-examples adversarial-machine-learning data-augmentation machine-learning natural-language-processing nlp security

Last synced: 03 Nov 2024

https://github.com/GokuMohandas/mlops-course

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

data-engineering data-quality data-science deep-learning distributed-ml llms machine-learning mlops natural-language-processing python pytorch ray

Last synced: 30 Oct 2024

https://github.com/qdata/textattack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

adversarial-attacks adversarial-examples adversarial-machine-learning data-augmentation machine-learning natural-language-processing nlp security

Last synced: 29 Oct 2024

https://github.com/gokumohandas/mlops-course

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

data-engineering data-quality data-science deep-learning distributed-ml llms machine-learning mlops natural-language-processing python pytorch ray

Last synced: 15 Oct 2024

https://github.com/iryna-kondr/scikit-llm

Seamlessly integrate LLMs into scikit-learn.

chatgpt deep-learning llm machine-learning scikit-learn transformers

Last synced: 29 Oct 2024

https://github.com/keithito/tacotron

A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)

machine-learning python speech-synthesis tacotron tensorflow tts

Last synced: 14 Oct 2024

https://github.com/montanaflynn/stats

A well tested and comprehensive Golang statistics library package with no dependencies.

algorithms analytics data go machine-learning math rounding statistics stats

Last synced: 28 Oct 2024

https://github.com/Cartucho/mAP

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

average-precision computer-vision darkflow darknet detection ground-truth machine-learning metrics neural-network object-detection pascal-voc yolo

Last synced: 09 Nov 2024

https://github.com/mit-nlp/MITIE

MITIE: library and tools for information extraction

c-plus-plus information-extraction java machine-learning natural-language-processing python

Last synced: 26 Oct 2024

https://github.com/mit-nlp/mitie

MITIE: library and tools for information extraction

c-plus-plus information-extraction java machine-learning natural-language-processing python

Last synced: 14 Oct 2024

https://github.com/cartucho/map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

average-precision computer-vision darkflow darknet detection ground-truth machine-learning metrics neural-network object-detection pascal-voc yolo

Last synced: 14 Oct 2024

https://github.com/louisfb01/best_AI_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

2021 ai artificial-intelligence artificialintelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning paper papers python research research-paper sota sota-technique state-of-art state-of-the-art technology

Last synced: 05 Nov 2024

https://github.com/huggingface/speech-to-speech

Speech To Speech: an effort for an open-sourced and modular GPT4-o

ai assistant language-model machine-learning python speech speech-synthesis speech-to-text speech-translation

Last synced: 07 Sep 2024

https://github.com/shankarpandala/lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

automl classification machine-learning regression

Last synced: 29 Oct 2024

https://github.com/horance-liu/tensorflow-internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

deeplearning machine-learning tensorflow

Last synced: 15 Oct 2024

https://github.com/mrdbourke/zero-to-mastery-ml

All course materials for the Zero to Mastery Machine Learning and Data Science course.

data-science deep-learning machine-learning

Last synced: 15 Oct 2024

https://github.com/determined-ai/determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

data-science deep-learning distributed-training hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras kubernetes machine-learning ml-infrastructure ml-platform mlops pytorch tensorflow

Last synced: 29 Oct 2024

https://github.com/jisungk/deepjazz

Deep learning driven jazz generation using Keras & Theano!

deep-learning jazz keras lstm machine-learning music neural-networks rnn theano

Last synced: 13 Oct 2024

https://github.com/visualize-ml/book5_essentials-of-probability-and-statistics

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

machine-learning multivariate-statistics pca regression statistics

Last synced: 15 Oct 2024

https://github.com/seungeunrho/minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 04 Nov 2024

https://github.com/seungeunrho/minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

a2c a3c acer ddpg deep-learning deep-reinforcement-learning dqn machine-learning policy-gradients ppo pytorch reinforce reinforcement-learning sac simple

Last synced: 15 Oct 2024

https://github.com/parrt/dtreeviz

A python library for decision tree visualization and model interpretation.

data-science decision-trees machine-learning model-interpretation python random-forest scikit-learn visualization xgboost

Last synced: 13 Oct 2024

https://github.com/libffcv/ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

data-science machine-learning pytorch

Last synced: 29 Oct 2024

https://github.com/eugeneyan/ml-surveys

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

computer-vision deep-learning embeddings machine-learning nlp recommender-system reinforcement-learning survey

Last synced: 14 Oct 2024

https://github.com/bayeswitnesses/m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

c csharp dartlang go haskell java javascript lightgbm lightning machine-learning php python r ruby rust scikit-learn statistical-learning statsmodels xgboost

Last synced: 29 Oct 2024

https://github.com/BayesWitnesses/m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

c csharp dartlang go haskell java javascript lightgbm lightning machine-learning php python r ruby rust scikit-learn statistical-learning statsmodels xgboost

Last synced: 26 Oct 2024

https://github.com/iree-org/iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

compiler cuda jax machine-learning mlir pytorch runtime spirv tensorflow vulkan

Last synced: 02 Nov 2024

https://github.com/ARM-software/ComputeLibrary

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

aarch64 android arm armv7 armv8 computer-vision cpp linux machine-learning neon neural-network opencl simd sve

Last synced: 26 Oct 2024

https://github.com/rasbt/deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

artificial-intelligence data-science deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 15 Oct 2024

Machine learning Awesome Lists
awesome-scalability 918 awesome-deep-learning-papers 238 awesome-datascience 842 awesome-deep-learning 597 awesome-production-machine-learning 580 awesome-nlp 203 Awesome-pytorch-list 704 Machine-Learning-Tutorials 484 awesome-aws 687 Awesome-Diffusion-Models 2,974 awesome-artificial-intelligence 166 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 287 awesome-quant 136 awesome-mlops 299 Awesome-Geospatial 1,257 Awesome-Prompt-Engineering 147 awesome-machine-learning-interpretability 1,199 awesome-conformal-prediction 913 awesome-robotic-tooling 939 awesome-ai-residency 87 awesome-TS-anomaly-detection 55 awesome-deep-learning-music 248 awesome-quantum-machine-learning 267 awesome-anomaly-detection 138 awesome-ml-courses 39 Awesome-Quant-Machine-Learning-Trading 123 Computer-Science-Resources 51 awesome-decision-tree-papers 423 awesome-python-data-science 379 awesome-robotics-libraries 205 awesome-tensor-compilers 165 awesome-chatgpt 167 awesome_time_series_in_python 69 machine-learning-with-ruby 215 awesome-streamlit 101 awesome-argo 390 Awesome-Rust-MachineLearning 48 Awesome-Federated-Learning 558 Awesome-Interview 204 Awesome-pytorch-list-CNVersion 692 awesome-embedding-models 75 awesome-ml4co 423
Machine learning Categories
Papers 5,476 Uncategorized 4,692 Books 2,936 Scalability 2,816 Vision 2,028 **Literature and Codes** 1,784 fl in top-tier journal 1,294 文本生成、文本对话 1,107 Table of Contents 1,096 Repos 1,087 Blog Posts 908 Articles & Blogs 888 Articles 882 Videos 864 Year 2022 861 fl in top ml conference and journal 847 Computational Information Geometry 824 Intelligence 728 Robust Machine Learning in Medical Domain 724 [Problems](#content) 623