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ai-ml-nlp

List of Computer Science courses with video lectures.

algorithmsanddatastructuresinaction

Advanced Data Structures Implementation

all-about-ai-residency

AI residency programs information

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-algorithms

A curated list of awesome places to learn and/or practice algorithms.

awesome-cheatsheets

👩‍💻👨‍💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

awesome-dl4nlp

A curated list of awesome Deep Learning for Natural Language Processing resources

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

caffe

climate_indices

Climate indices for drought monitoring, community reference implementations in Python

convolution_neural_networks

Just a repository about what I learned and implemented in CNN

datamodel.riskmanagement

Data models related with generic risk management

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-transfer-learning-crop-prediction

Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.

deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

dlaicourse

Notebooks for learning deep learning

factory_girl

A library for setting up Ruby objects as test data.

fruit-images-dataset

Fruits-360: A dataset of images containing fruits and vegetables

garbage_truck_monitoring_system

A Web application for automatic smart route generation for day-to-day garbage collection which minimizes the fuel consumption of garbage trucks by providing systematic routes on the basis of real time percentage level of garbage in the bins, capacity of trucks, road feasibility

go

The Open Source Data Science Masters

higgs_boson

Solution to the Higgs Boson Machine Learning Challenge on Kaggle

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

iot-digital-forensics-course

Free IoT Digital Forensics Course with hands-on labs

kmeans-with-custom-metric-function-and-multithreading

knn_using_tangent_distance

A project in which I plan on using tangent distance instead of Euclidean, Manhattan or other similarity functions for finding image similarlity. The images/data I will be using will be from the "Ancient Greek Characters". More description will be added as the project evolves.

kon-nichiwa

learn_pipeline

platform

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接