locussam's repositories
accelerator-wall
Repository for the tools and non-commercial data used for the "Accelerator wall" paper.
awesome-Face_Recognition
papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;
awesome-model-compression-and-acceleration
a list of awesome papers on deep model ompression and acceleration
cs229t
Statistical Learning Theory (CS229T) Lecture Notes
dl4g
Example code for the Siggraph Asia Tutorial CreativeAI
fftdemo
A demonstration showing how several components can be compsed to build a simulated spectrogram
gpt-2
Code for the paper "Language Models are Unsupervised Multitask Learners"
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
HelloFace
Face Technology Repository
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
imagezmq
A set of Python classes that transport OpenCV images from one computer to another using PyZMQ messaging.
Learning-from-data
记录Learning from data一书中的习题解答
M-NMF-1
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
mldb
MLDB is the Machine Learning Database
planc
Distributed NMF Library
pp4fpgas
Parallel Programming for FPGAs -- An open-source high-level synthesis book
privacy
Library for training machine learning models with privacy for training data
programmers-introduction-to-mathematics
Code for A Programmer's Introduction to Mathematics
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
randsent
Exploring Random Encoders for Sentence Classification
smooth-topk
Smooth Loss Functions for Deep Top-k Classification
SpectralClustering_RandomBinning
SpectralClustering_RandomBinning (SC_RB) is a simple code for scaling up spectral clustering on large-scale datasets.
spooNN
FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)
statistical-robustness
Code to reproduce experiments from "A Statistical Approach to Assessing Neural Network Robustness"
StatsKit.jl
Stats meta-package
t2vec
t2vec: Deep Representation Learning for Trajectory Similarity Computation
TSAD-Evaluator
Intel Labs open source repository for time series anomaly detection evaluator