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Data Science Ipython Notebooks ⭐ 25,668

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.

Cheatsheets Ai ⭐ 13,281

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

Ai Learn ⭐ 8,256

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：Py 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

Machine_learning_complete ⭐ 4,296

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

Deep Learning From Scratch ⭐ 3,728

『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)

Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,436

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

God Level Data Science Ml Full Stack ⭐ 3,384

A collection of scientific methods, processes, algorithms, and systems to build stories & models. Whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

Machine Learning With Python ⭐ 2,980

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon

Deep Learning From Scratch 3 ⭐ 426

『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Deeplearning Cv Notes ⭐ 291

📓 deepleaning and cv notes.

Introduction_to_ml_with_python ⭐ 198

도서 "[개정판] 파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드입니다.

100_days_mldl ⭐ 161

Hello Data Enthusiast! I will be updating my 100-day Journey here along with detailed Code Files Starting from Essential Libraries to Advanced Machine Learning and Deep Learning Algorithm Theory with Implementation. Save for Later ⭐ Happy Learning :)

Deep Learning Resources ⭐ 138

A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.

Books related to AI/ML/DL/GENAI

Ciencia De Dados ⭐ 106

Disciplina de Ciências de Dados da UNINOVE

Deep Learning Coursera ⭐ 102

Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera

Sigmoidal_ai ⭐ 89

Tutoriais de Python, Data Science, Machine Learning e Deep Learning - Sigmoidal

Data Science Machine Learning ⭐ 88

The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.

Data Science Articles ⭐ 82

A collection of my blogs on Data Science and Machine learning.

Chainer Pspnet ⭐ 76

PSPNet in Chainer

Docker Python Deep Learning ⭐ 74

A container for Deep Learning with Python 3

Neural Network Sandbox ⭐ 64

This is a source code of Software called Neural Network Sandbox.Neural Network Sandbox makes making and training basic feed forward neural networks easy.

Machine Learning In Python Workshop ⭐ 54

My workshop on machine learning using python language to implement different algorithms

Age And Sex Prediction From Image Convolutional Neural Network With Artificial Intelligence ⭐ 54

Age and Sex Prediction from Image - Convolutional Neural Network with Artificial Intelligence

Image Classifier ⭐ 53

Final Project of the Udacity AI Programming with Python Nanodegree

Real Time Human Detection Counting ⭐ 47

A tensorflow based Faster RCNN inception v2 python model to detect and count humans in real time images, videos & camera.

Ml Dl Implementation ⭐ 41

An implementation of ML and DL algorithms from scratch in python using nothing but NumPy and Matplotlib.

Cracking Kaggle Competitions ⭐ 40

Different approaches for different Classical Machine Learning, and NLP competitions from Kaggle.

Keras-like APIs for JAX framework

Python Course ⭐ 33

Python Basics, Machine Learning and Deep Learning

Ardupi Ecg ⭐ 28

Full HRV analysis of Arduino pulse sensor, using Python signal processing and time series techniques. Chaotic, Fourier, Wavelet, Regression, Neural Net.

Deep_learning_projects ⭐ 28

Zeta Learn ⭐ 27

zeta-lean: minimalistic python machine learning library built on top of numpy and matplotlib

Live Video Sketching Through Webcam Using Opencv Python ⭐ 25

Computer Vision model creates a live video sketch of frames through real time web cam video. Source code is written in python and model is based on OpenCV. Keras and Numpy have been used to optimize the performance of the model and posterize frames

Github Stars Predictor ⭐ 25

It's a github repo star predictor that tries to predict the stars of any github repository having greater than 100 stars.

Neural Networks ⭐ 24

Implemented Convolutional Neural Network, LSTM Neural Network, and Neural Network From Scratch in Python Language.

Machine Learning For Dummies ⭐ 22

Series of talks/workshops aimed at guiding newcomers through Python basics, Data Analysis and Machine Learning.

3dgan Chainer ⭐ 20

📦 A Chainer implementation of 3D Generative Adversarial Network.

Adversarial Point Perturbations On 3d Objects ⭐ 19

New distributional and shape attacks on neural networks that process 3D point cloud data.

Python Notebooks ⭐ 18

All Jupyter and Colab Notebooks are here

Skin_disease_ai ⭐ 18

A Python-based computer vision and AI system for skin disease recognition and diagnosis. Led end-to-end project pipeline, including data gathering, preprocessing, and training models. Utilized Keras, TensorFlow, OpenCV, and other libraries for image processing and CNN models, showcasing expertise in deep learning and machine learning techniques.

Learning And Experimenting_data Science ⭐ 18

Journey through data analysis

Neural Plot Development ⭐ 18

A Library for visualizing Neural Networks of the TensorFlow/Keras models.

Python3 Docker Devenv ⭐ 13

Docker Start Guide with Python Development Environment

3d Neural Network Adversarial Attacks ⭐ 11

Research on adversarial attacks and defenses for deep neural network 3D point cloud classifiers like PointNet and PointNet++.

Ai Ni Academy ⭐ 11

This repository is used for teaching and furthering the skills related to the development of Artificial Intelligence, Machine Learning and Deep Learning.

Mnist Digit Recognizer Cnn Keras 99.66 ⭐ 11

Used the Dataset "MNIST Digit Recognizer" on Kaggle. Trained Convolutional Neural Networks on 42000 Training Images and predicted labels on 28000 Test Images with an Validation Accuracy of 99.52% and 99.66% on Kaggle Leaderboard.

Image Modeling With Keras ⭐ 10

Understanding images as data, training CNNs, and optimizing their performance, gained the skills to apply deep learning techniques with applications

Piaic Artificial Intelligence ⭐ 9

Welcome, to this OPEN SOURCE repository. In this repository, I'll Add all Material that I had read in the PIAIC course. It will benefit those students of PIAIC who are Enthusiastic toward Artificial Intelligence.

Leaf Disease Detection using Image Processing and Deep Learning

存储在学习人工智能（AI）中涉及到的各种基础知识，工具，模型，算法，代码等。

Kerasplotlib ⭐ 8

A visualization library for Keras deep learning

Ml Algorithms On Scikit And Keras ⭐ 8

Implementation scripts of Machine Learning algorithms on Scikit-learn and Keras for complete novice..

Full Stack Data Science ⭐ 7

Full stack Data science : How to become a data scientist

Indoor Navigation And Localization ⭐ 7

Indoor navigation using deep Q reinforcement learning

A Python library including support for Deep Learning models built using the Keras framework

Tsf Supervised Machine Learning ⭐ 7

Task: To predict the percentage of a student based on the number of study hours.

Tsf Unsupervised Machine Learning ⭐ 7

Task: From the given ‘Iris’ dataset, predict the optimum number of clusters and represent it visually.

Deeplearning.ai Coursera ⭐ 7

This repository contains programming assignments and research paper refrenced in the deeplearning.ai specialization by Andrew-Ng on Coursera.

Introduction To Data Analyst And Data Science ⭐ 6

Introduction to Data Analyst and Data Science for Beginners

Pointcloudclassification_keras ⭐ 6

Point cloud classification, deep learning, keras

Python For Beginners ⭐ 6

Top 5 jobs after qualifying National Testing Agency UGC NET JRF in Computer Science and Engineering:

Data Science, Machine Learning, Natural Language Processing, Deep Learning, Quantum Information Processing, Quantum Computing

Machine Learning ⭐ 5

My Implementation of Machine Learning models

Deep Learning From Scratch Cpp ⭐ 5

C++ version of https://github.com/oreilly-japan/deep-learning-fro

Instant Ai ⭐ 5

This repository contains the diploma information, content, tasks, projects, and solutions.

Tf2 Yolo3 ⭐ 5

Tencent Spark Program Tutorial ⭐ 5

Awesome Python Sources ⭐ 5

include awesome python sources

Scipy; Matplotlib; Numpy; Pandas; Urllib3; CSV; ChainMap; JSON; Sys; Machine Learning × AI; Deep Learning × Neural Network; Audio Recorder. Python is an interpreted, object-oriented, high-level programming language with dynamic semantics which is developed by Guido van Rossum.

Machine Learning Python Bootcamp ⭐ 5

Basic exercises on Machine Learning with Python , Reference Book : Python for Probability, Statistics, and Machine Learning by José Unpingco

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