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pymc-devs
/
mcbackend
A backend for storing MCMC draws.
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6
Issues:
36
Forks:
5
pymc-devs/mcbackend Issues
example for continuing sampling from a periodically saved trace
Updated
7 months ago
Comments count
1
Sampler-wise tune stats are not recognized & `InferenceData` left with 0 draws
Closed
9 months ago
"warmup_sample_stats" not saved in ClickHouse backend
Closed
a year ago
Comments count
2
Add `Chain.set_data` signature to set many/all draws at once
Updated
a year ago
Add an emcee adapter
Closed
2 years ago
Use covariant input types such as `Mapping`
Closed
2 years ago
Remove experimental Streamlit app
Closed
2 years ago
`ClickHouseChain` batch inserting assumes that all calls to `.append()` pass similar dicts as the first call
Updated
2 years ago
Can't store `object` dtyped sampler warnings in `ClickHouseBackend`
Closed
2 years ago
Protobuf encode/decode of NumPy arrays fails if they were F-ordered
Closed
2 years ago
Brackes in model variable names lead to syntax errors in ClickHouse
Closed
2 years ago
`ClickHouseChain._get_row_at` fails when `var_name` has < 2 elements
Closed
2 years ago
Empty return of get_draws() methods
Closed
2 years ago
Comments count
1
Tweak `ClickHouseChain._get_rows` to use of `slc` setting already in the `SELECT` query
Closed
2 years ago
Add `Chain.get_draws(..., *, start, stop, step)` kwargs to slice draws/stats upon retrieval
Closed
2 years ago
Storing and reading inference data with arviz not working
Closed
2 years ago
Comments count
12
`IndexError` when loading data from currently running MCMC
Closed
2 years ago
Add benchmark with a massive model variable
Updated
3 years ago
Create new `clickhouse_driver.Client`s for each `ClickHouseChain`
Closed
3 years ago
Write a C++ implementation of the interfaces
Updated
3 years ago
Implement speed tests
Closed
3 years ago
Include data variables in run metadata
Closed
3 years ago
Add `Run.to_inferencedata()` method
Closed
3 years ago
Make `shape` and `dims` nullable in the metadata
Closed
3 years ago
Comments count
1
Add sampler stats to `BackendBase`
Closed
3 years ago
Add dim names and coords to `BackendBase`
Closed
3 years ago
Generate `RunMeta` from protobuf
Closed
3 years ago
Make variable metadata easier to access from `ChainMeta`
Closed
3 years ago
Insert draws to ClickHouse in batches
Closed
3 years ago
Comments count
1
Should `Backend`, `Run` and `Chain` be disposable?
Updated
3 years ago
Implement a `NumPyBackend`
Closed
3 years ago
Allow for size flexibility in the schema
Closed
3 years ago
Move all backends into a `backends` submodule
Closed
3 years ago
Rethink the initialization behavior
Closed
3 years ago
Add Github Actions pipeline
Closed
3 years ago
Add setup.py
Closed
3 years ago