ag-pom's repositories
100-Days-Of-ML-Code
100 Days of ML Coding
open-source-machine-learning-degree
Learn machine learning for free, because free is better than not-free.
awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers
awesome-cpp
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-public-datasets
A topic-centric list of HQ open datasets. PR ☛☛☛
awesome-quantum-machine-learning
Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web
Book-Deep-Learning-Applications-with-Applications-Using-Python
Chapterwise code available in the book
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
cs-video-courses
List of Computer Science courses with video lectures.
data-science-blogs
A curated list of data science blogs
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.
free-programming-books
:books: Freely available programming books
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
How-to-learn-Deep-Learning
A top-down, practical guide to learn AI, Deep learning and Machine Learning.
javascript-algorithms
📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
learn-quantum
Learning about quantum computing
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
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 data mining to deep learning.
MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
papers-we-love
Papers from the computer science community to read and discuss.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
quantum-computing
QCLIB, a Quantum Computer Simulator in Python: A functionally complete simulator for Universal Quantum Computer ... a great learning resource. See more details below and full documentation in qclib-doc.txt.
QuantumComputingEvolutionaryAlgorithmDesign
A C++ program to both simulate a quantum computer and use parallel evolutionary techniques to design algorithms for it.