David Nichols's starred repositories

pics

File formats dissections and more...

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riscv-isa-manual

RISC-V Instruction Set Manual

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u-boot

"Das U-Boot" Source Tree

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awesome-machine-learning

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

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awesome-tensorflow-lite

An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.

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Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

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tfpyth

Putting TensorFlow back in PyTorch, back in TensorFlow (differentiable TensorFlow PyTorch adapters).

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NeuroNER

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

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awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

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deduplication-slides

"1 + 1 = 1 or Record Deduplication with Python" Jupyter Notebook

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torch-rnn

Efficient, reusable RNNs and LSTMs for torch

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pytorch-examples

Simple examples to introduce PyTorch

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TensorFlowSharp

TensorFlow API for .NET languages

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tweet-generator

Train a neural network optimized for generating tweets based off of any number of Twitter users.

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kaggle-carvana

Solution for the Carvana Image Masking Challenge on Kaggle. It uses a custom version of RefineNet with Squeeze-and-Excitation modules implemented in PyTorch. It was a part of the final ensemble that was ranked 23 out of 735 teams (top 4%).

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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courses

fast.ai Courses

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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tensorflow

An Open Source Machine Learning Framework for Everyone

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parquet-java

Apache Parquet Java

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arrow

Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

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deeplearning-papernotes

Summaries and notes on Deep Learning research papers

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db-readings

Readings in Databases

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Mobius

C# and F# language binding and extensions to Apache Spark

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linux

Linux kernel source tree

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httparty

:tada: Makes http fun again!

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