CoursesPython courses for the scientific researcher
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Plotly.pyThe interactive graphing library for Python (includes Plotly Express) ✨
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BerkeleyThe Hacker Within at the University of California - Berkeley
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Machine Learning NumpyGathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!
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Basketball analyticsRepository which contains various scripts and work with various basketball statistics
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Dsen2Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network
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Fairness In MlThis repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.
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MagnetMAGNet: Multi-agents control using Graph Neural Networks
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Deep Dream In PytorchPytorch implementation of the DeepDream computer vision algorithm
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Smiles TransformerOriginal implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.
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H2o TutorialsTutorials and training material for the H2O Machine Learning Platform
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Fcos tensorflowFCOS: Fully Convolutional One-Stage Object Detection.
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LogohunterDeep learning tool to find brand logos in everyday pictures
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SamplevaeMulti-purpose tool for sound design and music production implemented in TensorFlow.
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Sci PypeA Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.
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Deprecated Boot CampsDEPRECATED: please see individual lesson repositories for current material.
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Game Theory And PythonGame Theory and Python, a workshop investigating repeated games using the prisoner's dilemma
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Simple Qa Emnlp 2018Code for my EMNLP 2018 paper "SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach"
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ChecklistBeyond Accuracy: Behavioral Testing of NLP models with CheckList
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Few Shot Text ClassificationCode for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop
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Blog ResourcesThis repo will contain the resources available in my blog for learning
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Detection Hackathon Apt29Place for resources used during the Mordor Detection hackathon event featuring APT29 ATT&CK evals datasets
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Pix2face3D human face estimation and rendering from a single image
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Text objsegCode release for Hu et al. Segmentation from Natural Language Expressions. in ECCV, 2016
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Fast ScnnImplementation of Fast-SCNN using Tensorflow 2.0
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CrlImplementation of the paper "Cascade Residual Learning: A Two-stage Convolutional Neural Network for Stereo Matching"
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CaffeonsparkDistributed deep learning on Hadoop and Spark clusters.
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Viz torch optimVideos of deep learning optimizers moving on 3D problem-landscapes
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FashionnetFashion recommender system using deep learning
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Python For Data ScientistsDeliverable: This Jupyter notebook will help aspiring data scientists learn and practice the necessary python code needed for many data science projects.
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Book Mlearn GyomuBook sample (AI Machine-learning Deep-learning)
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