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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/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: 15 Oct 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: 15 Oct 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: 28 Oct 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: 15 Oct 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: 13 Oct 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: 04 Nov 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: 14 Oct 2024

https://github.com/zeyi-lin/hivisionidphotos

⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。

cnn demo docker face-recognition fastapi gradio idphoto machine-learning matting mtcnn tools unet

Last synced: 29 Oct 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: 28 Oct 2024

https://github.com/apple/turicreate

Turi Create simplifies the development of custom machine learning models.

deep-learning machine-learning python

Last synced: 29 Sep 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/rushter/MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

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

Last synced: 30 Oct 2024

https://github.com/mrdbourke/pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

deep-learning machine-learning pytorch

Last synced: 29 Oct 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: 14 Oct 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: 26 Sep 2024

https://github.com/ultralytics/yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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

Last synced: 29 Oct 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: 07 Oct 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: 15 Oct 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/srush/GPU-Puzzles

Solve puzzles. Learn CUDA.

cuda machine-learning puzzles

Last synced: 30 Oct 2024

https://github.com/tangyudi/ai-learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

algorithm artificial-intelligence caffe cv data-analysis data-mining data-science deep-learning keras machine-learning mathematics matplotlib nlp numpy pandas python pytorch seaborn tensorflow tensorflow2

Last synced: 29 Oct 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: 28 Oct 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: 28 Oct 2024

https://github.com/quantumblacklabs/kedro

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

experiment-tracking hacktoberfest kedro machine-learning machine-learning-engineering mlops pipeline python

Last synced: 02 Aug 2024

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

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

experiment-tracking hacktoberfest kedro machine-learning machine-learning-engineering mlops pipeline python

Last synced: 28 Oct 2024

https://github.com/fminference/flexigen

Running large language models on a single GPU for throughput-oriented scenarios.

deep-learning gpt-3 high-throughput large-language-models machine-learning offloading opt

Last synced: 15 Oct 2024

https://github.com/Jack-Cherish/Machine-Learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

adaboost adaboost-algorithm decision-tree knn logistic machine-learning navie-bayes-algorithm python python3 regression smo svm

Last synced: 09 Nov 2024

https://github.com/khangich/machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

deep-learning interivew interview-preparation interview-questions leetcode machine-learning mvp system-design

Last synced: 15 Oct 2024

https://github.com/DLR-RM/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

baselines gsde gym machine-learning openai python pytorch reinforcement-learning reinforcement-learning-algorithms robotics sb3 sde stable-baselines toolbox

Last synced: 30 Oct 2024

https://github.com/jack-cherish/machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

adaboost adaboost-algorithm decision-tree knn logistic machine-learning navie-bayes-algorithm python python3 regression smo svm

Last synced: 18 Oct 2024

https://github.com/dotnet/machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

algorithms dotnet machine-learning ml

Last synced: 07 Oct 2024

https://github.com/clips/pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

machine-learning natural-language-processing network-analysis python sentiment-analysis web-mining wordnet

Last synced: 29 Oct 2024

https://github.com/visualize-ml/book4_power-of-matrix

Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

linear linear-algebra machine-learning mathematics matrix matrix-factorization

Last synced: 29 Oct 2024

https://github.com/apachecn/Interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

interview kaggle leetcode machine-learning python

Last synced: 26 Oct 2024

https://github.com/apachecn/interview

Interview = 简历指南 + 算法题 + 八股文 + 源码分析

interview kaggle leetcode machine-learning python

Last synced: 14 Oct 2024

https://github.com/Visualize-ML/Book4_Power-of-Matrix

Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

linear linear-algebra machine-learning mathematics matrix matrix-factorization

Last synced: 28 Oct 2024

https://github.com/dair-ai/ml-papers-of-the-week

🔥Highlighting the top ML papers every week.

ai data-science deeplearning machine-learning nlp

Last synced: 15 Oct 2024

https://github.com/dair-ai/ML-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

ai data-science deeplearning machine-learning nlp

Last synced: 27 Oct 2024

https://github.com/vahidk/effectivetensorflow

TensorFlow tutorials and best practices.

deep-learning ebook machine-learning neural-network tensorflow

Last synced: 10 Oct 2024

https://github.com/vahidk/EffectiveTensorflow

TensorFlow tutorials and best practices.

deep-learning ebook machine-learning neural-network tensorflow

Last synced: 28 Oct 2024

https://github.com/k4yt3x/video2x

A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.

anime4k machine-learning ncnn neural-network python qt5 realsr rife srmd super-resolution upscaling video video-enlarger vulkan waifu2x

Last synced: 12 Oct 2024

https://github.com/PeterL1n/RobustVideoMatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

ai computer-vision deep-learning machine-learning matting

Last synced: 30 Oct 2024

https://github.com/peterl1n/robustvideomatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

ai computer-vision deep-learning machine-learning matting

Last synced: 15 Oct 2024

https://github.com/PAIR-code/deeplearnjs

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

deep-learning deep-neural-networks gpu-acceleration javascript machine-learning neural-network typescript webgl

Last synced: 19 Aug 2024

https://github.com/tensorflow/tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

deep-learning deep-neural-networks gpu-acceleration javascript machine-learning neural-network typescript webgl

Last synced: 26 Sep 2024

https://github.com/facebookarchive/caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

ai artificial-intelligence caffe2 deep-learning deep-neural-networks machine-learning ml

Last synced: 26 Sep 2024

https://github.com/JohnLangford/vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

active-learning c-plus-plus contextual-bandits cpp learning-to-search machine-learning online-learning reinforcement-learning

Last synced: 22 Aug 2024

https://github.com/vowpalwabbit/vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

active-learning c-plus-plus contextual-bandits cpp learning-to-search machine-learning online-learning reinforcement-learning

Last synced: 28 Oct 2024

https://github.com/VowpalWabbit/vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

active-learning c-plus-plus contextual-bandits cpp learning-to-search machine-learning online-learning reinforcement-learning

Last synced: 26 Oct 2024

https://github.com/alibaba/mnn

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

arm convolution deep-learning deep-neural-networks embedded-devices machine-learning ml mnn vulkan winograd-algorithm

Last synced: 28 Oct 2024

https://github.com/alibaba/MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

arm convolution deep-learning deep-neural-networks embedded-devices machine-learning ml mnn vulkan winograd-algorithm

Last synced: 25 Oct 2024