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Welcome OpenAI to the PyTorch community!https://twitter.com/OpenAI/status/1222927584033247232 …
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PyTorch Retweeted
I'm happy to announce our latest work on self-supervised learning for
#speech. PASE+ is based on a multi-task approach useful for#speech recognition. It will be presented at#ICASSP2020. paper: https://arxiv.org/abs/2001.09239 code: https://github.com/santi-pdp/pase @Mila#deeplearning#AIpic.twitter.com/ynWReEHGn4
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Check out a fresh take on frontends from the creators of
@spacy_iohttps://twitter.com/explosion_ai/status/1222265907965321216 …Thanks. Twitter will use this to make your timeline better. UndoUndo -
PyTorch Retweeted
We are proud to announce the release of Catalyst v20.01.3, DL/RL framework for
@PyTorch - core architecture redesign - improved registry – Albumentations and SMP support - MultiPhaseRunner and GanRunner Working hard for Catalyst.RL 2.0
https://github.com/catalyst-team/catalyst …Thanks. Twitter will use this to make your timeline better. UndoUndo -
PyTorch Retweeted
Kornia v0.2.0 is out ! We have introduced a new data augmentation module with strong GPU support, extended the set of color conversion algorithms, supporting GPU CI tests with
@PyTorch v1.4.0, and much more. Happy coding !pic.twitter.com/hizVSTL7CvShow this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
Thank You
@ptrblck_de for posting 10,000 replies on the forums and helping many hundreds of us!https://twitter.com/ptrblck_de/status/1221290862182690816 …Thanks. Twitter will use this to make your timeline better. UndoUndo -
PyTorch Retweeted
@PyTorch code showing the generic learning setup and reproducing simple experiments is now available! Code: https://github.com/nv-tlabs/meta-sim … Project Page: https://nv-tlabs.github.io/meta-sim/ Paper: https://arxiv.org/abs/1904.11621 https://twitter.com/FidlerSanja/status/1122997150550564864 …
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PyTorch Retweeted
OpenMined +
@PyTorch collaborating to advance open source software development. Learn about these talented teams on our blog: https://blog.openmined.org/pytorch-grant-recipients … Many opportunities ahead. Join our Slack community to find out more!Thanks. Twitter will use this to make your timeline better. UndoUndo -
PyTorch Retweeted
Pyro 1.2 release adds poutine.reparam to rewrite models to improve geometry via: - neural transport - discrete cosine transform - auxiliary variable methods for Levy Stable distributions - conditional Gaussian HMMs - decentering - transform unwrappinghttps://github.com/pyro-ppl/pyro/releases/tag/1.2.0 …
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PyTorch Retweeted
To make my research more reproducible, extensible and comparable to that of others & out of need to homogenize the language we use to express nn pruning methods, I contributed `nn.utils.prune` to
#PyTorch 1.4 (see highlights https://github.com/pytorch/pytorch/releases/tag/v1.4.0 …) Try it out & build on it!
https://twitter.com/PyTorch/status/1217596623167152129 …pic.twitter.com/NqURm90B0E
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torchtext v0.5: improved data API, unsupervised text tokenization - bindings for SentencePiece - New: enwiki9, revisions to PennTreebank, WikiText103, WikiText2, IMDb (looking for feedback) Release Notes:https://github.com/pytorch/text/releases/tag/0.5.0 …
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torchaudio v0.4: more transforms, datasets, backend support - LibriSpeech and Common Voice loaders - Filters (biquad), batched / jittable transforms (MFCC, gain, dither), more augmentation - interactive speech recognition demo with voice detectionhttps://github.com/pytorch/audio/releases/tag/v0.4.0 …
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torchvision v0.5: quantization, production - ResNets, MobileNet, ShuffleNet, GoogleNet and InceptionV3 now have quantized counterparts with pre-trained models, scripts for quantization-aware training. - All models are TorchScript-ready and ONNX-readyhttps://github.com/pytorch/vision/releases/tag/v0.5.0 …
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first release for Python 3.8: binaries for the entire matrix of Python 3.8 {pytorch, torchvision, torchaudio} configurations will be live by Jan 23rd. Some configurations are live already
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v1.4: customizable mobile builds, Distributed Model Parallelism via experimental RPC API, Java Bindings, Chaining LRSchedulers Summary: https://pytorch.org/blog/pytorch-1-dot-4-released-and-domain-libraries-updated/ … Release Notes: https://github.com/pytorch/pytorch/releases/tag/v1.4.0 … Last release for Python 2 (bye bye!)
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PyTorch Retweeted
PyTorch Metric Learning now available on Anaconda! Installation: "conda install pytorch-metric-learning -c metric-learning" View more details here: https://github.com/KevinMusgrave/pytorch-metric-learning …
#DeepLearning#MachineLearning#PyTorch#Python#ComputerVision#condapic.twitter.com/AG4MPziSDG
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PyTorch Retweeted
[News] Preferred Networks releases Optuna v1.0, the first major version of the open-source hyperparameter optimization framework for machine learning. https://preferred.jp/en/news/pr20200114/ … Optimize your optimization.
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Learn how to automate most of the infrastructure work required to deploy PyTorch models in production using Cortex, an open source tool for deploying models as APIs on AWS. https://medium.com/pytorch/how-to-build-production-software-with-pytorch-9a8725382f2a …pic.twitter.com/Zz6uLqH5CU
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PyTorch Retweeted
I published a new article on the
@PyTorch blog: Active Transfer Learning with PyTorch. Read about adapting Machine learning models with the knowledge that some data points will later get correct human labels, even if the model doesn't yet know the labels:https://medium.com/pytorch/active-transfer-learning-with-pytorch-71ed889f08c1 …Show this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
PyTorch Retweeted
Norse exploits the advantages of bio-inspired neural components, that are sparse and event-driven, a fundamental difference from artificial
#NeuralNetworks - based on@PyTorchhttps://github.com/norse/norseThanks. Twitter will use this to make your timeline better. UndoUndo
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Static type checking
Integrated config system
Extensible backends incl. JAX (experimental)
Variable-length sequences & more