Ecosyste.ms: Issues

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GitHub / atong01/conditional-flow-matching issues and pull requests

#157 - Example on computing logprob with the model

Issue - State: open - Opened by fountaindive 9 days ago - 3 comments

#156 - Incorrect implementation of `TargetConditionalFlowMatcher`

Issue - State: open - Opened by Rattko 17 days ago - 3 comments

#155 - unpin numpy,pandas and pot versions

Pull Request - State: open - Opened by atong01 19 days ago - 1 comment

#154 - add star history

Pull Request - State: open - Opened by pengzhangzhi about 2 months ago

#153 - Checkpointing flag of Attention Block is not correctly set up

Pull Request - State: closed - Opened by jhliu17 about 2 months ago - 1 comment

#152 - the usage of ema

Issue - State: closed - Opened by cb6e310 about 2 months ago - 2 comments

#151 - Confusion about the TargetConditionalFlowMatcher

Issue - State: closed - Opened by tkun-li 2 months ago - 2 comments

#150 - code for RectifiedFlow

Issue - State: closed - Opened by arakotom 2 months ago - 4 comments

#149 - Fixed Issue for `torchrun` command for `train_cifar10_ddp.py`

Pull Request - State: open - Opened by Xiaoming-Zhao 2 months ago - 3 comments

#149 - Fixed Issue for `torchrun` command for `train_cifar10_ddp.py`

Pull Request - State: closed - Opened by Xiaoming-Zhao 2 months ago - 4 comments

#148 - CNF example

Pull Request - State: closed - Opened by atong01 2 months ago - 3 comments

#147 - Fix DDP Example for CIFAR10 by Using Epochs Only

Issue - State: open - Opened by ImahnShekhzadeh 2 months ago - 2 comments

#146 - Pin python OT version

Pull Request - State: closed - Opened by atong01 2 months ago

#146 - Pin python OT version

Pull Request - State: closed - Opened by atong01 2 months ago

#145 - Avoid using `infiniteloop` in `train_cifar10_ddp.py`

Pull Request - State: closed - Opened by Xiaoming-Zhao 2 months ago - 3 comments

#145 - Avoid using `infiniteloop` in `train_cifar10_ddp.py`

Pull Request - State: closed - Opened by Xiaoming-Zhao 2 months ago - 3 comments

#144 - Fixed `global_step` in `train_cifar10_ddp.py`

Pull Request - State: closed - Opened by Xiaoming-Zhao 2 months ago - 4 comments

#144 - Fixed `global_step` in `train_cifar10_ddp.py`

Pull Request - State: closed - Opened by Xiaoming-Zhao 2 months ago - 4 comments

#143 - SF2M tutorial: Implementation Regarding OTPlanSampler Regularization

Issue - State: closed - Opened by CaioDaumann 2 months ago - 2 comments

#142 - Non-Regularized OTPlanSampler: Duplicate and Missing Entries

Issue - State: closed - Opened by CaioDaumann 2 months ago - 5 comments

#140 - Code for Normalized Path Energy calculation

Issue - State: open - Opened by WANG-CR 3 months ago - 1 comment

#139 - Test python 3.12 pin numpy in requirements.txt

Pull Request - State: closed - Opened by atong01 3 months ago

#138 - Update workflows due to upstream updates.

Pull Request - State: closed - Opened by atong01 3 months ago

#137 - Remove duplicate reshape of x1 in OT

Pull Request - State: closed - Opened by ScheiklP 3 months ago - 3 comments

#136 - Optimal transport with torch + GPU?

Issue - State: open - Opened by spinjo 4 months ago - 1 comment

#133 - I have a simple question for generating samples...

Issue - State: open - Opened by KinamSalad 5 months ago - 1 comment

#131 - added multithreading to OTPlanSampler for "exact" solver

Pull Request - State: closed - Opened by yashizhang 6 months ago - 2 comments

#128 - Question regarding entropic OT

Issue - State: open - Opened by Luciennnnnnn 6 months ago

#125 - change pytorch lightning version

Pull Request - State: closed - Opened by atong01 6 months ago

#124 - Alex/add eps

Pull Request - State: open - Opened by atong01 6 months ago

#123 - Inpainting with CFM

Issue - State: open - Opened by lukasschmit 7 months ago - 3 comments

#122 - Expose eps as a parameter in `sample_location_and_conditional_flow`

Pull Request - State: closed - Opened by moinnadeem 7 months ago - 1 comment

#121 - Remove Pytorch Lightning?

Issue - State: closed - Opened by GeoffStr 7 months ago - 2 comments
Labels: enhancement, help wanted

#120 - Batch OT sampling of conditional PDFs

Issue - State: open - Opened by CaioDaumann 7 months ago - 2 comments

#118 - Confusion about the SB-CFM

Issue - State: closed - Opened by csufangyu 8 months ago - 2 comments

#117 - OT-CFM performs worse on conditional generation tasks

Issue - State: open - Opened by rlee3359 8 months ago - 1 comment

#116 - add support for distributed data parallel training

Pull Request - State: closed - Opened by ImahnShekhzadeh 8 months ago - 4 comments

#115 - Generating time series

Issue - State: open - Opened by shyam1998 8 months ago

#114 - Conditional Flow Matching == Rectified Flow Matching?

Issue - State: closed - Opened by zaptrem 9 months ago - 1 comment

#113 - NeuralODE trajectory API is quite limiting

Issue - State: open - Opened by rsanchezgarc 9 months ago - 2 comments

#112 - Fix type batch_size

Pull Request - State: closed - Opened by QB3 10 months ago

#111 - Is it normal that FID affected by the num_gen option?

Issue - State: closed - Opened by glynpu 10 months ago - 1 comment

#110 - Add explicit batch size parameter for FID computation

Pull Request - State: closed - Opened by QB3 11 months ago - 2 comments

#109 - Heat dist

Pull Request - State: open - Opened by guillaumehu 11 months ago

#108 - Bump pytorch-lightning from 1.8.3 to 2.2.0

Pull Request - State: open - Opened by dependabot[bot] 12 months ago - 1 comment
Labels: dependencies

#107 - Bump pytorch-lightning from 1.8.3 to 2.1.4

Pull Request - State: closed - Opened by dependabot[bot] 12 months ago - 2 comments
Labels: dependencies

#106 - fix eot plan plot bug in MBOT notebook

Pull Request - State: closed - Opened by kilianFatras 12 months ago - 2 comments

#105 - How long does it need to train a cifar-10 model with FID 3.5?

Issue - State: closed - Opened by glynpu almost 1 year ago - 2 comments

#104 - Bump torchmetrics from 0.11.0 to 1.3.0.post0

Pull Request - State: open - Opened by dependabot[bot] about 1 year ago
Labels: dependencies

#103 - fix: put tensors on device during creation

Pull Request - State: closed - Opened by ImahnShekhzadeh about 1 year ago - 2 comments

#102 - [Improvement Suggestion] Device Handling - Reduce CPU-GPU Overhead

Issue - State: closed - Opened by ImahnShekhzadeh about 1 year ago - 4 comments

#101 - Use stochastic interpolants class

Pull Request - State: closed - Opened by kilianFatras about 1 year ago - 2 comments

#100 - Modelling conditional pdfs

Issue - State: closed - Opened by francesco-vaselli about 1 year ago - 2 comments

#99 - How to compute inverse trajectories

Issue - State: closed - Opened by francesco-vaselli about 1 year ago - 5 comments

#98 - Bump torchmetrics from 0.11.0 to 1.3.0

Pull Request - State: closed - Opened by dependabot[bot] about 1 year ago - 2 comments
Labels: dependencies

#97 - add comment in `conditional_mnist.ipynb` for training FM

Pull Request - State: closed - Opened by ImahnShekhzadeh about 1 year ago - 7 comments

#96 - Question about `UNetModel` used in `conditional_mnist.ipynb`

Issue - State: closed - Opened by ImahnShekhzadeh about 1 year ago - 3 comments

#95 - fix name typo

Pull Request - State: closed - Opened by atong01 about 1 year ago - 1 comment

#94 - I don't know why i changed but it did (sinkhorn.unbalanced)

Issue - State: closed - Opened by atong01 about 1 year ago

#93 - Update sinkhorn_knopp_unbalanced.py

Pull Request - State: closed - Opened by atong01 about 1 year ago - 1 comment

#92 - fix bug related to device id in `conditional_mnist.ipynb`

Pull Request - State: closed - Opened by ImahnShekhzadeh about 1 year ago - 2 comments

#91 - Variance reduction over minibatches?

Issue - State: closed - Opened by ameya98 about 1 year ago - 2 comments

#90 - Bump pytorch-lightning from 1.8.3 to 2.1.3

Pull Request - State: closed - Opened by dependabot[bot] about 1 year ago - 2 comments
Labels: dependencies

#89 - Improvement suggestions for the tutorial on minibatch OT

Issue - State: closed - Opened by kilianFatras about 1 year ago - 1 comment

#88 - Improvement suggestions for the tutorial on flow matching

Issue - State: open - Opened by kilianFatras about 1 year ago - 13 comments

#87 - 1.0.6 release

Pull Request - State: closed - Opened by kilianFatras about 1 year ago - 2 comments

#86 - correct drift function SDE class bug

Pull Request - State: closed - Opened by kilianFatras about 1 year ago - 1 comment

#85 - SDE class inconsistencies

Issue - State: closed - Opened by kilianFatras about 1 year ago

#84 - Add a generate samples script

Pull Request - State: open - Opened by QB3 about 1 year ago - 2 comments

#83 - make generate images function work with parallel in CIFAR files

Pull Request - State: closed - Opened by kilianFatras about 1 year ago - 2 comments

#82 - Parallel problem

Issue - State: closed - Opened by zhuqunxi about 1 year ago - 13 comments

#81 - Bump torchmetrics from 0.11.0 to 1.2.1

Pull Request - State: closed - Opened by dependabot[bot] about 1 year ago - 2 comments
Labels: dependencies

#80 - Add tests on lambda_t, low sigma values and guided functions

Pull Request - State: closed - Opened by kilianFatras about 1 year ago - 1 comment

#79 - fix tests sbcfm & tcfm

Pull Request - State: closed - Opened by guillaumehu about 1 year ago - 1 comment

#78 - Bump pytorch-lightning from 1.8.3 to 2.1.2

Pull Request - State: closed - Opened by dependabot[bot] about 1 year ago - 1 comment
Labels: dependencies

#77 - Add sigma test

Pull Request - State: closed - Opened by guillaumehu about 1 year ago

#76 - Bump pytorch-lightning from 1.8.3 to 2.1.1

Pull Request - State: closed - Opened by dependabot[bot] about 1 year ago - 1 comment
Labels: dependencies

#75 - Update torch requirement from <2.0.0,>=1.11.0 to >=1.11.0,<3.0.0

Pull Request - State: open - Opened by dependabot[bot] about 1 year ago
Labels: dependencies

#74 - Add tests on all CFM classes

Pull Request - State: closed - Opened by kilianFatras about 1 year ago - 2 comments

#73 - Unused `num_images` param in cifar10 example

Issue - State: open - Opened by QB3 about 1 year ago - 1 comment
Labels: documentation, enhancement

#72 - sigma type & doc

Pull Request - State: closed - Opened by guillaumehu about 1 year ago - 7 comments

#70 - zipfile.BadZipFile: File is not a zip file

Issue - State: closed - Opened by President-T about 1 year ago - 3 comments

#68 - add padding of t in TargetConditionalFlowMatcher

Pull Request - State: closed - Opened by francesco-vaselli about 1 year ago - 4 comments

#67 - Fix small typos in README.md

Pull Request - State: closed - Opened by amorehead about 1 year ago - 1 comment

#66 - Added the ForestFlow example

Pull Request - State: closed - Opened by AlexiaJM about 1 year ago - 5 comments

#65 - Update of Cifar10 example which leads to a FID of 3.5

Pull Request - State: closed - Opened by kilianFatras about 1 year ago - 1 comment

#64 - update single-cell notebook with trajectories from a given cell

Pull Request - State: closed - Opened by kilianFatras over 1 year ago - 2 comments

#63 - FID Results on CIFAR10 are worse.

Issue - State: closed - Opened by zhuyu-cs over 1 year ago - 26 comments

#62 - Bump pytorch-lightning from 1.8.3 to 2.1.0

Pull Request - State: closed - Opened by dependabot[bot] over 1 year ago - 1 comment
Labels: dependencies

#61 - Torch 2.0 compatible with Torchdyn

Pull Request - State: closed - Opened by kilianFatras over 1 year ago - 2 comments

#60 - troch 2.0 is not compatible with Torchdyn 1.0.6

Issue - State: closed - Opened by kilianFatras over 1 year ago