Ai Reading MaterialsSome of the ML and DL related reading materials, research papers that I've read
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ThundersvmThunderSVM: A Fast SVM Library on GPUs and CPUs
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Stock RnnPredict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.
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Pytorch Pos TaggingA tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
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Hyperlearn50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster
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Citro2dLibrary for drawing 2D graphics using the Nintendo 3DS's PICA200 GPU
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Phenomenon Px⚡️ The fastest way to create pixel shaders.
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Text predictorChar-level RNN LSTM text generator📄.
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Torch Srgantorch implementation of srgan
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PytorchPyTorch tutorials A to Z
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Cudart.jlJulia wrapper for CUDA runtime API
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NvfancontrolNVidia dynamic fan control for Linux and Windows
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ComputeA C++ GPU Computing Library for OpenCL
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Lstm chemImplementation of the paper - Generative Recurrent Networks for De Novo Drug Design.
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VfioA script I've made to make passing PCI devices to a VM less of a chore. I use it for single-gpu VM gaming and other PCI/LiveCD/PXE/VM/RawImage testing given the script's accessibility.
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Full stack transformerPytorch library for end-to-end transformer models training, inference and serving
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Bit RnnQuantize weights and activations in Recurrent Neural Networks.
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ColorizerAdd colors to black and white images with neural networks (GANs).
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Fastaudio🔊 Audio and fastai v2
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DeepzipNN based lossless compression
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Caffe ocr主流ocr算法研究实验性的项目,目前实现了CNN+BLSTM+CTC架构
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EmuThe write-once-run-anywhere GPGPU library for Rust
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Hred Attention TensorflowAn extension on the Hierachical Recurrent Encoder-Decoder for Generative Context-Aware Query Suggestion, our implementation is in Tensorflow and uses an attention mechanism.
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GatelessgatesharpGateless Gate Sharp is an user-friendly yet extremely powerful open-source multi-algorithm miner for Windows operating systems.
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Grad Cam🌈 📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo
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Bio embeddingsGet protein embeddings from protein sequences
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CloudmlR interface to Google Cloud Machine Learning Engine
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Neural Style DockerA dockerized version of neural style transfer algorithms
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PycluePython toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark
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Sign LanguageSign Language Recognition for Deaf People
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FastaiR interface to fast.ai
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Neuralhmmcode for unsupervised learning Neural Hidden Markov Models paper
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TorchelieTorchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.
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VbiosfinderExtract embedded VBIOS from (almost) any BIOS Update
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D2dlibA .NET library for hardware-accelerated, high performance, immediate mode rendering via Direct2D.
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Gpt2PyTorch Implementation of OpenAI GPT-2
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Beauty.torchUnderstanding facial beauty with deep learning.
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Tsne CudaGPU Accelerated t-SNE for CUDA with Python bindings
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Greek BertA Greek edition of BERT pre-trained language model
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NeuralamrSequence-to-sequence models for AMR parsing and generation
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Deep Dream In PytorchPytorch implementation of the DeepDream computer vision algorithm
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GonvmlNVIDIA Management Library (NVML) bindings for Go
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FornosGPU Texture Baking Tool
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Tf Lstm Crf BatchTensorflow-LSTM-CRF tool for Named Entity Recognizer
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TorchcraftConnecting Torch to StarCraft
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Deeppipe2Deep Learning library using GPU(CUDA/cuBLAS)
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