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data-mining

List of projects completed during Data Mining course in Spring 2015

data-science-portfolio

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

dataaugmentationtf

Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.

deep-reinforcement-learning-with-python

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

determined

Determined: Deep Learning Training Platform

discover-workshop

Code search utility to assist developer workflows via code discovery. Currently uses tf-idf estimator.

doc-similarity

Ranking documents using semantic similarity in Python

doc2vec

Tutorial and review of word2vec / doc2vec

ds-algo-point

This repository contains codes for various data structures and algorithms in C, C++, Java, Python, C#, Go, JavaScript, PHP, Kotlin and Scala

dsci_512_alg-data-struct

dtreeviz

A python library for decision tree visualization and model interpretation.

elementsofdatascience

An introduction to data science in Python, for people with no programming experience.

examples

faiss

A library for efficient similarity search and clustering of dense vectors.

fastai

R interface to fastai

fastism

In-silico Saturation Mutagenesis implementation with 10x or more speedup for certain architectures.

feat-engineering-slides

Slides for study group on "Feature Engineering and Selection..."

flasttext

fluent-python-notebooks

Jupyter notebooks and example code for the book Fluent Python

fortyone

Machine Learning begins with Human Learning

genquest

Automatic question generation by using NLP

gensim

Topic Modelling for Humans

gettingstartedwithml

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

hospitalbedsavailability

information-extraction-using-python

A notebook to understand the concept of Information Extraction using NLP techniques in Python.

information-retrieval

Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:

intent