Jake Graving (jgraving)

jgraving

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Company:Max Planck Institute of Animal Behavior

Location:Konstanz, Germany

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Jake Graving's starred repositories

citation-file-format

The Citation File Format lets you provide citation metadata for software or datasets in plaintext files that are easy to read by both humans and machines.

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naps

Hybrid behavioral tracking combining deep learning-based tracking and fiducial tags

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EfficientFormer

EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

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pips

Particle Video Revisited

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Stable-Craiyon

A colab notebook that combines Stable Diffusion + DALL-E Mini (Craiyon)

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Best-README-Template

An awesome README template to jumpstart your projects!

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seaborn

Statistical data visualization in Python

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complexity_explorable_orlis_flocknroll

A model for collective behavior and swarming

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liesel

A probabilistic programming framework

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pml2-book

Probabilistic Machine Learning: Advanced Topics

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nbdev

Create delightful software with Jupyter Notebooks

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gdown

Google Drive Public File Downloader when Curl/Wget Fails

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python-patterns

A collection of design patterns/idioms in Python

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reloading

Change Python code while it's running without losing state

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torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

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min-dalle

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

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torchdim

Named tensors with first-class dimensions for PyTorch

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optimizers

For optimization algorithm research and development.

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PyTorch-Wavelet-Toolbox

Differentiable fast wavelet transforms in PyTorch with GPU support.

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cca_zoo

Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework

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openTSNE

Extensible, parallel implementations of t-SNE

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diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

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MotionMapper

Sample implementation of the MotionMapper behavioral analysis algorithms

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behavior-map-tutorial

A tutorial and code for running unsupervised behavioral analysis on various animal pose data

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evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

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pytorch_ema

Tiny PyTorch library for maintaining a moving average of a collection of parameters.

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moviepy

Video editing with Python

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gan

Tooling for GANs in TensorFlow

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lineapy

Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two lines of code.

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pdoc

API Documentation for Python Projects

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