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applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

attachment-downloader

Simple tool for downloading email attachments for all emails in a given folder using an IMAP client

capstone_aegis_march

clustering-with-llm

A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining clusters and analyzing the results.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

contextual_topic_identification

Steam review texting embedding analysis

dbscan-python

Theoretically Efficient and Practical Parallel DBSCAN

decision_tree_project

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

dlib

A toolkit for making real world machine learning and data analysis applications in C++

face_attention_network

Pytorch implementation of face attention network

fastai

The fastai deep learning library, plus lessons and and tutorials

feature_engineering_project

iap-cidl

Causal Inference & Deep Learning, MIT IAP 2018

lectures

Oxford Deep NLP 2017 course

linear_regression_project

longformer

Longformer: The Long-Document Transformer

lstm-wsd

machine-learning-projects

Machine Learning Experiments and Work

nlp---spacy

nlp-architect

NLP Architect by Intel AI Lab: Python library for exploring the state-of-the-art deep learning topologies and techniques for natural language processing and natural language understanding

nlp-text-mining-working-examples

Full working examples with accompanying dataset for Text Mining and NLP. Current code base: Gensim Word2Vec, Phrase Embeddings, Keyword Extraction with TF-IDF and SKlearn, Word Count with PySpark

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

nltk-maxent-pos-tagger

maximum entropy based part-of-speech tagger for NLTK

nn-algorithm

algorithm for neural network

notebooks

collection of iPython notebooks

numpy_advanced_project

pandas_project

python

All Algorithms implemented in Python