Open source Amazon SageMaker alternatives

Introducing Keras 2

“> Keras is so good that it is effectively cheating in machine learning, where even Tensorflow tutorials can be replaced with a single line of code. That's the way it "felt" to me when it was introduced in one of the lessons (then later used in a project) in the first term of the…”

Introducing Keras 2

“Personally, I find Keras better than tflearn. But you need to know the fundamentals on TF and NNs (RNNs,LSTMs, etc...). Keras makes it easier to build on those concepts with less programming. I've found TFLearn to be slightly complicated. Both Keras and tflearn make it simpler…”

Compromised LiteLLM 1.107.0 on PyPI Installs a Credential Stealer and Backdoor

“> Was `cook.pth` a dependency that got automatically downloaded from PyPI on install and then the build system put it into dependencies? This isn't the name of an entire package, but just a single file included in the package. .pth files are part of Python's import system. At…”

Compromised LiteLLM 1.107.0 on PyPI Installs a Credential Stealer and Backdoor

“If Claude's custom solution is less secure than LiteLLM there will be no news report informing you of a vulnerability.”

R.I.P. Ray Bradbury, Author of Fahrenheit 451 and The Martian Chronicles

“Great author, I am a fan of his Martian Chronicles the most, there are so many short stories of his that I have come across that picking favorites is not fair. Today CATO released an interesting story about Ray and the form of censoring he faced which is one many here would…”

R.I.P. Ray Bradbury, Author of Fahrenheit 451 and The Martian Chronicles

“"My favorite Ray Bradbury memory is the time he came to my school to talk about his books and ended up yelling at my English teach for trying to find hidden meaning that wasn't there just for the sake of busywork." Also authors have a subconscious.”

ClickHouse acquires Langfuse

“Correct! Will be moving away immediately for this reason. Or well, technically incorrect, as someone will surely point out. US companies can be legally compliant with GDPR, it's just that the likes of the CLOUD Act and FISA make it completely meaningless. Before anyone comes in…”

ClickHouse acquires Langfuse

“Ive used Langfuse. It's completely unrelated to tools like Langchain and Autogen. It's just logging/tracing for LLMs. Sure they added stuff like "prompt management" and "epxeriments" etc. probably to keep investors happy but those are entirely optional sidedishes. The tools you…”

Who needs MLflow when you have SQLite?

“Not convinced by the example. I don’t see how you can’t use standard scikit-learn for it. First, the example doesn’t take advantage of sklearn’s built in, super simple parallelization via n_jobs Then, the entire example could be better wrapped with sklearn’s own cross_validate()…”

Who needs MLflow when you have SQLite?

“+1. I'd also like to note that it's very easy to get started with MLflow; our quickstart walks you through the process of installing the library, logging runs, and viewing the UI: . We'd love to work with the author to make MLflow Tracking an even better experiment tracking tool…”

Label Studio v1.0

“Excited to post about this, Label Studio – open source data labeling tool we've started working on more than a year ago is hitting v1.0 with a lot of new goodies. We originally started working on it due to the complexity of bringing ML systems to production. So much depends on…”

Link Prediction on Heterogeneous Graphs with Heterogeneous Graph Learning

“### 🚀 The feature, motivation and pitch I am working with heterogeneous knowledge graphs and am trying to do link prediction on them. The specific issue I am facing is that I cannot find any working implementation that would allow me to do link prediction on a graph with…”

Issue reproducing the results of the original ecc implementation. Pooling layer and conv layer are giving different resu

“As I mentioned in #319 I have problems to reproduce the [ecc implemenation]( using pytorch_geometric. I found some differences between the results obtained, first one is that the results of both convolution operations using the same weights have different results. Moreover, the…”

ONNX Runtime merges WebGPU backend

“Gonna respond here and correct both comments >Some context for those who aren't in the loop: ONNX Runtime ( ) is a standardization format for AI models. It's just an IR, one of many - every framework has its own. >Nowadays, it's extremely easy to export models in the ONNX…”

ONNX Runtime merges WebGPU backend

“Some context for those who aren't in the loop: ONNX Runtime ( ) is a standardization format for AI models. Nowadays, it's extremely easy to export models in the ONNX format, especially language models with tools like Hugging Face transformers which have special workflows for it.…”

Kanye West AI in JavaScript (React and TFJS)

“This app has a memory leak where your worker threads are spawning out of control, causing browser slowdown and crashes. You can verify this in Chrome DevTools Source tab: after you click the Generate button, you can see the worker threads spawning out of control until you close…”

Google Meet background segmentation model

“**System information** - TensorFlow.js version (you are using): 2 - Are you willing to contribute it (Yes/No): No, it's not mine **Describe the feature and the current behavior/state.** [This Google AI blog post]( describes the background segmentation model used in Google Meet.…”

Metaflow, Netflix's Python framework for data science, is now open source

“Good question! A typical Metaflow workflow at Netflix starts by reading data from our data warehouse, either by executing a (Spark)SQL query or by fetching Parquet files directly from S3 using the built-in S3 client. We have some additional Python tooling to make this easy (see…”

Metaflow, Netflix's Python framework for data science, is now open source

“Orchestrating a workflow, which is what Dagster does, is just one part of Metaflow. Other important parts are dependency management, cloud integration, state transfer, inspecting and organizing results - features that are central to data science workflows. Metaflow helps data…”

Darts: A Python library for easy manipulation and forecasting of time series

“Hi! I'm one core developer (and creator) of the library. Thanks for all the comments. I just wanted to highlight a couple of things that we think are quite cool about Darts: * It makes using all sorts of forecasting models (from ARIMA to deep learning) easy, using fit() and…”

Darts: A Python library for easy manipulation and forecasting of time series

“I love to see more time series models becoming available in an easy-to-use format. There's always been such a gap between what is possible and what is convenient to use, much moreso than with other kinds of models. This was also one of the areas where R always had better options…”

Show HN: BentoML goes 1.0 – A faster way to ship your models to production

“I've tried BentoML recently and it worked for me far better than torchserve workflows. There are some early version flaws (documentation, changing API), but the community is very responsive on Github and on BentoML Slack. btw: BentoML stands on its own legs and definitely…”

Show HN: BentoML goes 1.0 – A faster way to ship your models to production

“BentoML is an amazing tool that allows you to quickly and easily deploy your machine learning models as APIs. It is extremely user-friendly and easy to use, and the results are amazing. I highly recommend BentoML for anyone who wants to deploy their machine learning models…”

Launch HN: Evidently AI (YC S21) – Track and Debug ML Models in Production

“Thanks for the support! For the moment the workflows you describe are built externally: - To set notifications you can send the output from Evidently to other tools like Grafana and then build a notification workflow around it. If you have a batch model, you can use some…”

Launch HN: Evidently AI (YC S21) – Track and Debug ML Models in Production

“True, we do not want to force users into a rigid workflow. We build the tool so it can integrate with other parts of the ML stack. Right now you can for example use Evidently to calculate if the model has drifted, and then log the results in a JSON format, or take only some…”

Trains – ClearML open source MLOPs platform new release and name change

“I'm not sure if this is the sort of thing that will gain traction here, but we just changed the name of a 2k-star repo, so it is certainly news. 1. ClearML (formerly trains) is a ML/DL development and production suite, it contains three main modules: Experiment Manager -…”

UI suggested changes

“a few suggestions : 1. Name sometimes meaningless as description of run 2. When names are identical there should be a way to differentiate 3. Can't associate to job ID (which is the way to tell in TB). 4. See only the beginnings of long strings, but the ending is much more…”

ML-on-Edge and Beyond Using Snaps, KServe and Kubeflow

“In this article using Snapcraft, MicroK8s and KServe, Rafał builds a secure, scalable and self-updating ML on the Edge delivery system for a device fleet running UbuntuCore.”