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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/moemen95/PyTorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models

Last synced: 01 Aug 2024

https://github.com/GraphCL/PyGCL

PyGCL: A PyTorch Library for Graph Contrastive Learning

contrastive-learning graph-contrastive-learning graph-representation-learning machine-learning

Last synced: 28 Aug 2024

https://github.com/agconti/kaggle-titanic

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

ipython-notebook kaggle-competition kaggle-titanic machine-learning python

Last synced: 07 Aug 2024

https://github.com/PyGCL/PyGCL

PyGCL: A PyTorch Library for Graph Contrastive Learning

contrastive-learning graph-contrastive-learning graph-representation-learning machine-learning

Last synced: 02 Aug 2024

https://github.com/fendouai/FaceRank

FaceRank - Rank Face by CNN Model based on TensorFlow (add keras version). FaceRank-人脸打分基于 TensorFlow (新增 Keras 版本) 的 CNN 模型(QQ群:167122861)。技术支持:http://tensorflow123.com

cnn-model convolutional-neural-networks dataset deep-learning face-recognition keras machine-learning tensorflow

Last synced: 31 Jul 2024

https://github.com/fal-ai/dbt-fal

do more with dbt. dbt-fal helps you run Python alongside dbt, so you can send Slack alerts, detect anomalies and build machine learning models.

analytics data-modeling dbt machine-learning machinelearning pandas python

Last synced: 06 Aug 2024

https://github.com/lean-dojo/LeanCopilot

LLMs as Copilots for Theorem Proving in Lean

formal-mathematics lean lean4 llm-inference machine-learning theorem-proving

Last synced: 04 Aug 2024

https://github.com/aqlaboratory/proteinnet

Standardized data set for machine learning of protein structure

dataset deep-learning machine-learning protein-sequence protein-structure proteins

Last synced: 01 Aug 2024

https://github.com/robertknight/ocrs

Rust library and CLI tool for OCR (extracting text from images)

computer-vision machine-learning ocr

Last synced: 01 Aug 2024

https://github.com/felixchenfy/Realtime-Action-Recognition

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

action-recognition machine-learning openpose time-series

Last synced: 01 Aug 2024

https://github.com/OpenBioLink/ThoughtSource

A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/

dataset machine-learning natural-language-processing question-answering reasoning

Last synced: 31 Jul 2024

https://github.com/fastai/course20

Deep Learning for Coders, 2020, the website

deep-learning jupyter-notebook machine-learning python teaching

Last synced: 02 Aug 2024

https://github.com/getmetal/motorhead

🧠 Motorhead is a memory and information retrieval server for LLMs.

llmops llms machine-learning ml mlops rust

Last synced: 31 Jul 2024

https://github.com/dswah/pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

data-science gams interpretable-machine-learning machine-learning python scientific-computing

Last synced: 31 Jul 2024

https://github.com/NVIDIA/modulus

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

deep-learning machine-learning nvidia-gpu physics pytorch

Last synced: 31 Jul 2024

https://github.com/flennerhag/mlens

ML-Ensemble – high performance ensemble learning

ensemble ensemble-learning ensembles learners machine-learning python stack stacking

Last synced: 01 Aug 2024

https://github.com/kaiwaehner/kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

deep-learning deeplearning4j dl4j h2o h2oai java kafka kafka-client kafka-streams keras keras-tensorflow ksql machine-learning open-source python tensorflow

Last synced: 30 Jul 2024

https://github.com/NovatecConsulting/FaceRecognition-in-ARKit

Detects faces using the Vision-API and runs the extracted face through a CoreML-model to identiy the specific persons.

arkit coreml face-recognition ios machine-learning

Last synced: 06 Aug 2024

https://github.com/allegro/allRank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

click-model deep-learning information-retrieval learning-to-rank machine-learning ndcg python pytorch ranking transformer

Last synced: 02 Aug 2024

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

Bayesian active learning library for research and industrial usecases.

active-learning ai bayesian-active-learning deep-learning machine-learning python pytorch

Last synced: 03 Aug 2024

https://github.com/Machine-Learning-Tokyo/papers-with-annotations

Research papers with annotations, illustrations and explanations

computer-vision deep-learning machine-learning

Last synced: 02 Aug 2024

https://github.com/Tiiiger/SGC

official implementation for the paper "Simplifying Graph Convolutional Networks"

graph machine-learning

Last synced: 02 Aug 2024

https://github.com/empathy87/The-Elements-of-Statistical-Learning-Python-Notebooks

A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

data-analysis data-science machine-learning python sklearn statistical-learning tensorflow tutorials

Last synced: 02 Aug 2024

https://github.com/vpj/python_autocomplete

A simple neural network for python autocompletion

autocomplete lstm machine-learning python

Last synced: 30 Jul 2024

https://github.com/HazyResearch/meerkat

Creative interactive views of any dataset.

data-science foundation-models machine-learning ml pandas

Last synced: 31 Jul 2024

https://github.com/Nixtla/mlforecast

Scalable machine 🤖 learning for time series forecasting.

dask forecast forecasting lightgbm machine-learning python time-series xgboost

Last synced: 01 Aug 2024

https://github.com/pytorch/translate

Translate - a PyTorch Language Library

artificial-intelligence machine-learning onnx pytorch

Last synced: 01 Aug 2024

https://github.com/CRIPAC-DIG/SR-GNN

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

graph-neural-networks machine-learning recommender-systems session-based-recommendation

Last synced: 08 Aug 2024

https://github.com/StanfordSNR/puffer

Puffer is a free live TV streaming website and a research study at Stanford using machine learning to improve video streaming

live-tv machine-learning video-streaming

Last synced: 31 Jul 2024

https://github.com/RedisAI/RedisAI

A Redis module for serving tensors and executing deep learning graphs

machine-learning onnxruntime pytorch redisai serving-tensors tensorflow

Last synced: 31 Jul 2024

https://github.com/veekaybee/what_are_embeddings

A deep dive into embeddings starting from fundamentals

embeddings machine-learning machine-learning-algorithms nlp-machine-learning

Last synced: 31 Jul 2024

https://github.com/mozilla/DeepSpeech-examples

Examples of how to use or integrate DeepSpeech

deepspeech dotnet examples machine-learning nodejs python speech-recognition

Last synced: 01 Aug 2024

https://github.com/hktxt/Learn-Statistical-Learning-Method

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。

machine-learning machine-learning-algorithms statistical-learning-method

Last synced: 31 Jul 2024

https://github.com/MinZHANG-WHU/Change-Detection-Review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

artificial-intelligence caffe change-detection code deep-learning keras machine-learning matlab open-datasets python pytorch remote-sensing review sar streetview tensorflow unsupervised-learning

Last synced: 01 Aug 2024

https://github.com/GoogleCloudPlatform/keras-idiomatic-programmer

Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework

autoencoder automl dcgan deep-learning densenet inception keras keras-tutorials machine-learning mobilenet resnet resnext senet shufflenet siamese-network squeezenet tensorflow-keras vgg xception

Last synced: 01 Aug 2024

https://github.com/mbeyeler/opencv-machine-learning

M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.

bayesian-learning classifying-handwritten-digits conda-environment decision-tree jupyter-notebook machine-learning opencv python support-vector-machine

Last synced: 31 Jul 2024

https://github.com/IBM/differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

data-privacy differential-privacy machine-learning python

Last synced: 31 Jul 2024

https://github.com/libxsmm/libxsmm

Library for specialized dense and sparse matrix operations, and deep learning primitives.

amx avx avx2 avx512 bfloat16 blas convolution fortran intel jit machine-learning matrix matrix-multiplication simd sparse sse tensor transpose vector

Last synced: 30 Jul 2024

https://github.com/asavinov/intelligent-trading-bot

Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

algorithmic-trading artificial-intelligence bitcoin crypto crypto-trading cryptocurrency feature-engineering machine-learning trading trading-bots

Last synced: 01 Aug 2024

https://github.com/ga642381/ML2021-Spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

deep-learning machine-learning

Last synced: 01 Aug 2024

https://github.com/koaning/human-learn

Natural Intelligence is still a pretty good idea.

benchmark machine-learning scikit-learn

Last synced: 31 Jul 2024

https://github.com/src-d/kmcuda

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

afk-mc2 cuda hacktoberfest kmeans knn-search machine-learning python yinyang

Last synced: 07 Aug 2024

https://github.com/EdwardRaff/JSAT

Java Statistical Analysis Tool, a Java library for Machine Learning

java jsat machine-learning machine-learning-algorithms machine-learning-library svm tsne

Last synced: 31 Jul 2024

https://github.com/eloialonso/iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

artificial-intelligence atari deep-learning machine-learning reinforcement-learning research transformers world-models

Last synced: 02 Aug 2024

https://github.com/alibaba/BladeDISC

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

compiler deep-learning inference-optimization machine-learning mlir neural-network pytorch tensorflow

Last synced: 31 Jul 2024

https://github.com/zama-ai/concrete-ml

Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

data-science fhe homomorphic-encryption machine-learning ppml privacy python scikit-learn tfhe torch

Last synced: 31 Jul 2024

https://github.com/saharmor/whisper-playground

Build real time speech2text web apps using OpenAI's Whisper https://openai.com/blog/whisper/

machine-learning openai speech-recognition speech-to-text whisper

Last synced: 30 Jul 2024

https://github.com/MyoHub/myosuite

MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.

machine-learning motor-control mujoco musculoskeletal

Last synced: 03 Aug 2024

https://github.com/yoshoku/rumale

Rumale is a machine learning library in Ruby

artificial-intelligence data-analysis data-science machine-learning ml ruby rubyml

Last synced: 30 Jul 2024

https://github.com/retentioneering/retentioneering-tools

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

behaviour-analysis business-intelligence clickstream customer-journey-map customer-segmentation data-visualization graph-visualizer library machine-learning machinelearning pandas predictive-analytics predictive-modeling product-analytics python segmentation user-trajectories user-trajectories-analysis web-analytics

Last synced: 02 Aug 2024

https://github.com/neoml-lib/neoml

Machine learning framework for both deep learning and traditional algorithms

cpp deep-learning machine-learning ml neural-network onnx

Last synced: 01 Aug 2024

https://github.com/denis2054/transformers-for-nlp-2nd-edition

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

bert chatgpt chatgpt-api dall-e dall-e-api deep-learning gpt-3-5-turbo gpt-4 gpt-4-api huggingface-transformers machine-learning natural-language-processing nlp openai python pytorch roberta-model transformers trax

Last synced: 02 Aug 2024

https://github.com/tatsath/fin-ml

This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.

algorithmic-trading finance fintech machine-learning python

Last synced: 02 Aug 2024

https://github.com/tobegit3hub/simple_tensorflow_serving

Generic and easy-to-use serving service for machine learning models

client deep-learning http machine-learning savedmodel serving tensorflow tensorflow-models

Last synced: 02 Aug 2024

https://github.com/TheAlgorithms/Jupyter

The repository contains script and notebook related to Statistics, Machine learning, Neural network, Deep learning, NLP, Numerical methods, and Automation.

algorithms data-science data-structures deep-learning hacktoberfest machine-learning neural-network

Last synced: 02 Aug 2024