bmthanh Goto Github PK

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

cifar-10_competition

This is the repository for CIFAIR-10 competition for object recognition in images on Kaggle

cnn_finetune

Fine-tune CNN in Keras

data_science_for_all

Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone

docclassification

The project aims at developing classification method for identifying whether a document is scientific or not

git_demo

Une demo de git

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.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

himip

This is the software for hyperspectral image manipulation, interpretation and processing. It offers a graphic user interface for facilitating its use.

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

keras

Deep Learning for humans

lstm_anomaly_thesis

Anomaly detection for temporal data using LSTMs

machine-learning-interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

machine-learning-with-python

Python codes for common Machine Learning Algorithms

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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 ;)

production-level-deep-learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

rent_prediction

semantic-embeddings

Hierarchy-based Image Embeddings for Semantic Image Retrieval

simple-placeholder

A simple polyfill for mimicking the HTML5 placeholder attribute using jQuery

spectral_analysis

Python Workshop

subpixel

subpixel: A subpixel convnet for super resolution with Tensorflow

superpixel-benchmark

An extensive evaluation and comparison of 28 state-of-the-art superpixel algorithms on 5 datasets.

technicalbooks

thinkbayes

Code repository for Think Bayes.

timeseriesanalysiswithpython

unet

unet for image segmentation

zhusuan

A Library for Bayesian Deep Learning, Generative Models, Based on Tensorflow