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PyTorch
@PyTorch
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30. sij |
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Welcome OpenAI to the PyTorch community! twitter.com/OpenAI/status/…
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Mirco Ravanelli
@mirco_ravanelli
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28. sij |
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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: arxiv.org/abs/2001.09239
code: github.com/santi-pdp/pase
@Mila #deeplearning #AI pic.twitter.com/ynWReEHGn4
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PyTorch
@PyTorch
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28. sij |
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Check out a fresh take on frontends from the creators of @spacy_io twitter.com/explosion_ai/s…
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Catalyst.Team
@catalyst_core
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28. sij |
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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 🚀
github.com/catalyst-team/…
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Kornia
@kornia_foss
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27. sij |
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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/hizVSTL7Cv
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PyTorch
@PyTorch
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26. sij |
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Thank You @ptrblck_de for posting 10,000 replies on the forums and helping many hundreds of us! twitter.com/ptrblck_de/sta…
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Amlan Kar
@amlankar95
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22. sij |
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@PyTorch code showing the generic learning setup and reproducing simple experiments is now available!
Code: github.com/nv-tlabs/meta-…
Project Page: nv-tlabs.github.io/meta-sim/
Paper: arxiv.org/abs/1904.11621 twitter.com/FidlerSanja/st…
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OpenMined
@openminedorg
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22. sij |
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OpenMined + @PyTorch collaborating to advance open source software development.
Learn about these talented teams on our blog:
blog.openmined.org/pytorch-grant-…
Many opportunities ahead. Join our Slack community to find out more!
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Fritz Obermeyer
@ftzo
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17. sij |
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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 unwrapping
github.com/pyro-ppl/pyro/…
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Michela Paganini
@WonderMicky
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17. sij |
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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 github.com/pytorch/pytorc…)
Try it out & build on it! 🔥 twitter.com/PyTorch/status… pic.twitter.com/NqURm90B0E
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PyTorch
@PyTorch
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16. sij |
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live now, sorry about that.
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PyTorch
@PyTorch
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16. sij |
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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: github.com/pytorch/text/r…
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PyTorch
@PyTorch
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16. sij |
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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 detection
github.com/pytorch/audio/…
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PyTorch
@PyTorch
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16. sij |
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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-ready
github.com/pytorch/vision…
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PyTorch
@PyTorch
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15. sij |
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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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PyTorch
@PyTorch
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15. sij |
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v1.4: customizable mobile builds, Distributed Model Parallelism via experimental RPC API, Java Bindings, Chaining LRSchedulers
Summary: pytorch.org/blog/pytorch-1…
Release Notes: github.com/pytorch/pytorc…
Last release for Python 2 (bye bye!)
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Kevin Musgrave
@LightningSource
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15. sij |
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PyTorch Metric Learning now available on Anaconda!
Installation:
"conda install pytorch-metric-learning -c metric-learning"
View more details here:
github.com/KevinMusgrave/…
#DeepLearning #MachineLearning #PyTorch #Python #ComputerVision #conda pic.twitter.com/AG4MPziSDG
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Preferred Networks
@PreferredNet
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14. sij |
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[News] Preferred Networks releases Optuna v1.0, the first major version of the open-source hyperparameter optimization framework for machine learning.
preferred.jp/en/news/pr2020…
Optimize your optimization.
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PyTorch
@PyTorch
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14. sij |
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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. medium.com/pytorch/how-to… pic.twitter.com/Zz6uLqH5CU
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Robert (Munro) Monarch
@WWRob
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13. sij |
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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:
medium.com/pytorch/active…
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