Jetze Schuurmans's repositories
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
2023_iclr_kaggle_zindi
2023 ICLR Kaggle/Zindi Hackathon!
installation-guide
Installation Guide of all software required for PhD
mlflow-docker-compose
MLflow deployment with 1 command
e2cnn
E(2)-Equivariant CNNs Library for Pytorch
ec2-instance-python
AWS CDK Python example of an EC2 that can be accessed by AWS System Manager and has access to S3 bucket. Configuration shell script can be provided to run on creation
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
torchprune
A research library for pytorch-based neural network pruning, compression, and more.
hmsa-seg
Nvidia Semantic Segmentation monorepo
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
perceiver-pytorch
Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch
CS231n
CS231n Assignments Solutions - Spring 2020
cs231n.github.io
Public facing notes page
rasa
đź’¬ Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
P3_Implement_SLAM
Landmark Detection and Tracking (SLAM) project for CVND
P1_Facial_Keypoints
First project for CVND: facial keypoint detection.
pytorch-tensor-decompositions
PyTorch implementation of [1412.6553] and [1511.06530] tensor decomposition methods for convolutional layers.
PyDataAmsterdam2018
Contents of the workshop "Hands-on introduction to Deep Learning with Keras and Tensorflow" I gave at PyData Amsterdam 2018
PyWikiDomain
Python wikipedia crawler to create domain specific word corpus.
jiraview
Extract data from JIRA through REST and create charts.
DCNplus
Reproducing the results of DCN+ paper submitted for ICLR 2018
hello-world
Getting started with git
MSc-ML
Group assignment for Machine Learning course. Reproducing a paper, explaining SVM, and applying SVM to a new data set.