David Van Valen's repositories

deepcell-tf

Tensorflow enabled version of DeepCell

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caltech-tutorial

Material for the Caltech tutorial on deep learning and tensor methods

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cyclegan-keras

keras implementation of cycle-gan

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dataviz

Data visualization library

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deepcell-label-utils

Utilities for single cell spatial labels

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detr-tensorflow

Tensorflow implementation of DETR : Object Detection with Transformers

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DEX-Arbitrage

Example arbitrage trading bot

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diffusion-image-captioning

implementation of paper https://arxiv.org/abs/2210.04559

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esmjax

ESM2 protein language models in JAX/Flax

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evodiff

Generation of protein sequences and evolutionary alignments via discrete diffusion models

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fast-DiT

Fast Diffusion Models with Transformers

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Helix-DB

A python code for collecting helix information from PDB files.

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k-diffusion

Karras et al. (2022) diffusion models for PyTorch

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keras-maskrcnn

Keras implementation of MaskRCNN object detection.

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Keras-ResNeXt

Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.

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keras-retinanet

Keras implementation of RetinaNet object detection.

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keras-rl

Deep Reinforcement Learning for Keras.

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m3ae_public

Multimodal Masked Autoencoders (M3AE): A JAX/Flax Implementation

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Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

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Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

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minimal-text-diffusion

A minimal implementation of diffusion models for text generation

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models

Models and examples built with TensorFlow

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NOS

Protein Design with Guided Discrete Diffusion

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siamfc-tf

State-of-the-art object tracking at high framerates, in TensorFlow.

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simple-diffusion-lm

A simple DIffusion LM approach.

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text-sed

Implementation of Self-conditioned Embedding Diffusion for Text Generation

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tfp_vae

Variational Autoencoder using Tensorflow Probability library

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tfvos

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

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voxelmorph

Unsupervised Learning for Image Registration

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