Pinned Repositories
action_recognition
Solving UCF-101 with fastai2
apple_m1_pro_python
A collection of ML scripts to test the M1 Pro MacBook Pro
cloud_diffusion
Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models
Diffusion-Models-pytorch
Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)
llm_recipes
A set of scripts and notebooks on LLM finetunning and dataset creation
metnet_pytorch
A MetNet implementation in Pytorch and fastai
moving_mnist
Exploring Moving Mnist dataset with forecasting algorithms
termGPT
A simple wrapper to call openAI's chatGPT on the terminal written in Python
timeseries_fastai
fastai V2 implementation of Timeseries classification papers.
examples
Example deep learning projects that use wandb's features.
tcapelle's Repositories
tcapelle/rocket
This is a multi-channel implementation of ROCKET
tcapelle/PhyDNet
Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"
tcapelle/convlstmgru
Pytorch implementations of ConvLSTM and ConvGRU modules with examples
tcapelle/fastbook
The fastai book, published as Jupyter Notebooks
tcapelle/tabular_image_models
A fastai based repo to ensemble image and tabular data.
tcapelle/transformer
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
tcapelle/amazon-sagemaker-endpoint-deployment-of-fastai-model-with-torchserve
Deploy FastAI Trained PyTorch Model in TorchServe and Host in Amazon SageMaker Inference Endpoint
tcapelle/bifacialvf
Bifacial PV View Factor model for system performance calculation
tcapelle/cape_dotfiles
A template for structuring dotfiles (using Dotbot as an installer) 📜
tcapelle/capeblog
A simple jupyter based blog
tcapelle/ConvLSTM_pytorch
Implementation of Convolutional LSTM in PyTorch.
tcapelle/DCNv2
Deformable Convolutional Networks v2 with Pytorch
tcapelle/fastai2
Temporary home for fastai v2 while it's being developed
tcapelle/fastbench
A fastai based GPU benchmark repo
tcapelle/fastdownload
tcapelle/fastlabel
An image labelling tool for creating segmentation data sets using flask and fastai.
tcapelle/fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
tcapelle/fastseq
A way to use fastai with sequence data
tcapelle/github-pages-with-jekyll
tcapelle/nbdev
Create delightful python projects using Jupyter Notebooks
tcapelle/nbdev_template
Template for nbdev projects
tcapelle/predict_pv_yield
Use machine learning to map from satellite imagery of clouds to solar PV yield
tcapelle/PredNet_pytorch
A pytorch reimplement of PredNet, which is a deep recurrent convolutional neural network for video prediction and unsupervised learning.
tcapelle/pvfactors
Open-source view-factor model for diffuse shading and bifacial PV modeling. Documentation: http://sunpower.github.io/pvfactors/
tcapelle/pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
tcapelle/STAM
Space-Time Attention Model
tcapelle/SUNSET
Stanford University Neural-network for Solar Electricity Trend
tcapelle/timeseries_dl_demo
Some example using Deep Learning for timeseries.
tcapelle/TimeSformer
The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"
tcapelle/U-2-Net
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."