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2-stage-cnn-accelerator

A two-staged CNN hardware accelerator using Verilog RTL for machine learning applications.

advanced-ml-techniques

This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.

alphazero

A working AlphaZero implementation that's simple enough to be able to understand what's going on at a quick glance, without sacrificing too much.

annotated_latex_equations

Examples of how to create colorful, annotated equations in Latex using Tikz.

approximate_computing

approximate design for both units and systems

arthas

FPGA implementation of CNN accelerator for Object Detection

awesome-memory-rl

A curated list of awesome memory in reinforcement learning research materials

buet_x

This repository contains the code and submission files of Team BUET_X for Design Automation Conference System Design Contest 2019 .

causalml

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

cnn

An Assortment of Convolutional Neural Networks

cnn_hardware_acclerator_for_fpga

This is a fully parameterized verilog implementation of computation kernels for accleration of the Inference of Convolutional Neural Networks on FPGAs

cynapsev11

The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL

data-learning-boilerplate

deepseed-3d-convnets-for-pulmonary-nodule-detection

DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder ConvNets for Pulmonary Nodule Detection

dekhi_ki_hoi

This repository contains the codes and submission package for Team 'dekhi_ki_hoi' for the Kaggle Competition, Numta: Bengali Handwritten Digit Recognition The task was to build a classification model for Bengali handwritten digits that is robust even under severe noisy condition.

dfa-scales-to-modern-deep-learning

Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural language processing.

dl_accelerator

Deep Learning Accelerator Based on Eyeriss V2 Architecture with custom RISC-V extended instructions

droidlet

A modular embodied agent architecture and platform for building embodied agents

effectivepytorch

PyTorch tutorials and best practices.

efficientlps

PyTorch code for training EfficientLPS for LiDAR panoptic segmentation. https://rl.uni-freiburg.de/research/lidar-panoptic

elec5882

The Design and Implementation of a Pulse Compression Filter on an FPGA.

event-vae-rl

Visuomotor policies from event-based cameras through representation learning and reinforcement learning. Accompanies our paper: https://arxiv.org/abs/2103.00806

event_utils

Collection of event based vision utility functions

eventformer

This is the official repository for our ICLR paper titled as: "Associative Memory Augmented Asynchronous Spatiotemporal Representation Learning for Event-based Perception"

eventnerf

Neural Radiance Fields from a Single Colour Event Camera [CVPR 2023]

flask_model_deployment

This is the official repo for the Heartbeat article, "The brilliant beginner's guide to model deployment: a clear and simple roadmap for getting your machine learning model out there and doing something cool"

fpga-implementation-aware-neural-architecture-search

fusionaccel

RTL-level Convolutional Network Accelerator Implementation on Xilinx Spartan 6. Evaluation for scalability.

h-mem

Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks

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