sayem-eee-kuet
Ph.D. Student, Computer Science and Engineering
University at Buffalo--SUNYBuffalo, New York
Pinned Repositories
A_oveview_of_awesome_causality_dataset
AMSIWinterSchool2021
awesome-ai-in-finance
🔬 A curated list of awesome machine learning strategies & tools in financial market.
awesome-causality
Resources related to causality
awesome-causality-algorithms
An index of algorithms for learning causality with data
CausalModeling
Research on Causal Image Generation
CodingInterviews
This repository contains coding interviews that I have encountered in company interviews
High-Performence-Scientific-Computing
EAS 520: High Performance Scientific Computing
ML-DL-Mathematics-Youtube
Graduate level course on DL/ML
TensorFlow2.0-Examples
🙄 Difficult algorithm, simple code.
sayem-eee-kuet's Repositories
sayem-eee-kuet/CausalModeling
Research on Causal Image Generation
sayem-eee-kuet/awesome-causality-algorithms
An index of algorithms for learning causality with data
sayem-eee-kuet/awesome-normalizing-flows
A list of awesome resources on normalizing flows.
sayem-eee-kuet/causalML
The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML
sayem-eee-kuet/CouGaR-g
Frequence Chaos Game Representation of DNA with Deep Learning
sayem-eee-kuet/Deep-Learning-for-Causal-Inference
Extensive tutorials for learning how to build deep learning models for causal inference using selection on observables in Tensorflow 2.
sayem-eee-kuet/dl_book
legend
sayem-eee-kuet/einops
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
sayem-eee-kuet/flow-scm
PyTorch implementation of "Harmonization with Flow-based Causal Inference": https://arxiv.org/abs/2106.06845
sayem-eee-kuet/GBMS
The source code for "Accelerating Numerical Methods by Gradient-base Meta-solving".
sayem-eee-kuet/getting-started-with-the-twitter-api-v2-for-academic-research
A course on getting started with the Twitter API v2 for academic research
sayem-eee-kuet/gradsim
Differentiable simulation for system identification and visuomotor control
sayem-eee-kuet/jax-cfd
Computational Fluid Dynamics in JAX
sayem-eee-kuet/jaxdf
A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations
sayem-eee-kuet/MLOps-Basics
sayem-eee-kuet/MultiArm-Pendulum
This repository is for our paper: "The Experimental Multi-Arm Pendulum on a Cart: A Benchmark System for Chaos, Learning, and Control." It contains all the CAD files we used to build the pendulum hardware, their corresponding user's manual, and data set we collected from our hardware, which is useful for Machine Learning and AI community.
sayem-eee-kuet/PDE-DiffrentialPhysics
sayem-eee-kuet/PGNN
Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling
sayem-eee-kuet/PhiFlow
A differentiable PDE solving framework for machine learning
sayem-eee-kuet/phiflow2blender
A mini tutorial on visualizing simulations from the phiflow differentiable fluid solver in Blender.
sayem-eee-kuet/phygnn
physics-guided neural networks (phygnn)
sayem-eee-kuet/Physics-Based-Deep-Learning
Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond
sayem-eee-kuet/PIML
The official PyTorch implementation of "Physics-infused Machine Learning for Crowd Simulation" (KDD'22)
sayem-eee-kuet/py-rse
Research Software Engineering with Python course material
sayem-eee-kuet/sanbomics
scripts and notebooks from sanbomics
sayem-eee-kuet/sparsistent_model_disco
sayem-eee-kuet/Teaching_Incompressible_Fluid_Dynamics_to_3D_CNNs
sayem-eee-kuet/torchphysics
sayem-eee-kuet/Unsupervised_Deep_Learning_of_Incompressible_Fluid_Dynamics
sayem-eee-kuet/VRDP
[NeurIPS 2021] Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language