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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

as-dev

as-development

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

basic-well-log-interpretation

Basic Well Log Interpretation with python, pandas, matplotlib

census

for Thogata Census

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

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.

data-science-tutorials

Data science tutorials - working examples

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-experiments

Notes and experiments to understand deep learning concepts

deeplearning-nlp

Introduction to Deep Learning for Natural Language Processing

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

exercises_thushv_dot_com

Here lies all the exercises I implement and share in my website

generative-adversarial-network-tutorial

Tutorial on creating your own GAN in Tensorflow

gensim

Topic Modelling for Humans

google-scraper

[Python] Google Scraper & Mass Exploiter

googlescraper

A Python module to scrape several search engines (like Google, Yandex, Bing, Duckduckgo, Baidu and others) by using proxies (socks4/5, http proxy) and with many different IP's, including asynchronous networking support (very fast).

gpt4all

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

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.

hyperspectral

Deep Learning for Land-cover Classification in Hyperspectral Images.

improved-gan

code for the paper "Improved Techniques for Training GANs"

jpg-png-to-mnist-nn-format

Python/Bash scripts for creating custom Neural Net Training Data -- this repo is for the MNIST format

keras

Deep Learning for humans

learnopencv

Learn OpenCV : C++ and Python Examples

lectures

Oxford Deep NLP 2017 course