WessZumino
Former Research scientist in theoretical condensed matter physics I moved into neural networks.
@microsoft Bellevue
Pinned Repositories
comp-phys
Computational Physics
d2l-en
An interactive deep learning book with code, math, and discussions.
meanfield-theory-of-activation-functions
Code and data used in: mean field theory of activation functions
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pyquil
A Python library for quantum programming using Quil.
QuantumKatas
Programming exercises for learning Q# and quantum computing
Random-Matrix-theory-for-pedestrians
statistical-mechanics
Jupyter Notebooks of Leonard Susskind's Statistical Mechanics lectures
WessZumino's Repositories
WessZumino/Random-Matrix-theory-for-pedestrians
WessZumino/comp-phys
Computational Physics
WessZumino/d2l-en
An interactive deep learning book with code, math, and discussions.
WessZumino/CDM
The Common Data Model (CDM) is a standard and extensible collection of schemas (entities, attributes, relationships) that represents business concepts and activities with well-defined semantics, to facilitate data interoperability. Examples of entities include: Account, Contact, Lead, Opportunity, Product, etc.
WessZumino/cgm-ml
Child Growth Monitor Machine Learning
WessZumino/ComputerVision
Best Practices, code samples, and documentation for Computer Vision.
WessZumino/darknet
YOLOv4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)
WessZumino/dnn-rmt-spacings
WessZumino/edward2
A lightweight probabilistic programming language in NumPy or TensorFlow.
WessZumino/FairMOT
A simple baseline for one-shot multi-object tracking
WessZumino/FCOS
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
WessZumino/fx-trading
Toy trading system using python and implementing a martingale trading strategy
WessZumino/langchain
⚡ Building applications with LLMs through composability ⚡
WessZumino/Mastering-Reinforcement-Learning-with-Python
Mastering Reinforcement Learning with Python, published by Packt
WessZumino/mmdetection
Open MMLab Detection Toolbox and Benchmark
WessZumino/netket
Machine learning algorithms for many-body quantum systems
WessZumino/Object-detection
Object detection project for real-time (webcam) and offline (video processing) application.
WessZumino/opytimizer
🐦 Opytimizer is a Python library consisting of meta-heuristic optimization techniques.
WessZumino/or-tools
Google's Operations Research tools:
WessZumino/PAising
Paper: Computer Physics Communications, 220, 341-350 (2017); Preprint: https://arxiv.org/abs/1703.03676
WessZumino/pytorch-balanced-batch
A pytorch dataset sampler for always sampling balanced batches.
WessZumino/pytorch-hessian-eigenthings
Efficient PyTorch Hessian eigendecomposition tools!
WessZumino/ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
WessZumino/routing
WessZumino/Semantics-Aligned-Representation-Learning-for-Person-Re-identification
This is an implementation of AAAI'20 paper "Semantics-Aligned Representation Learning for Person Re-identification". We leverages dense semantics to address both the spatial misalignment and semantics misalignment challenges in person re-identification.
WessZumino/SiamDW
Deeper and Wider Siamese Networks for Real-Time Visual Tracking
WessZumino/videoflow
Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.
WessZumino/WessZumino.github.io
WessZumino/ww-phys_theory
Notebooks for the ww phys-theory channel
WessZumino/YoloV4
Yolo v4 in pytorch