@@ -7,82 +7,124 @@ Property Regression Models
77
88Data
99^^^^
10+
11+ Upload and store your datasets on our platform to use with your protein engineering tasks.
12+
1013.. autosummary ::
1114
1215 openprotein.data.DataAPI
1316 openprotein.data.AssayDataset
1417
15- ..
16- Train
17- ^^^^^
18- .. autosummary::
18+ Align
19+ -----
1920
20- openprotein.api.train.TrainingAPI
21- openprotein.api.train.TrainFuture
22- openprotein.api.predict.PredictFuture
21+ Align your protein sequences or look up multiple sequence alignments.
2322
24- Predictor
25- ^^^^^^^^^
2623.. autosummary ::
2724
28- openprotein.predictor.PredictorAPI
29- openprotein.predictor.PredictorModel
25+ openprotein.align.AlignAPI
26+ openprotein.align.MSAFuture
27+
28+ Prompt
29+ ------
30+
31+ Create prompts using sequences and structures to condition our proprietary high-performance PoET foundation models.
3032
31- Design
32- ^^^^^^
3333.. autosummary ::
3434
35- openprotein.design.DesignAPI
36- openprotein.design.DesignFuture
35+ openprotein.prompt.PromptAPI
36+ openprotein.prompt.Prompt
37+ openprotein.prompt.Query
3738
3839
3940Foundation models
4041-----------------
4142
42- Endpoints
43- ^^^^^^^^^
43+ Use foundation models to produce embeddings and logits with your protein sequences.
44+
4445.. autosummary ::
4546
4647 openprotein.embeddings.EmbeddingsAPI
4748
4849
4950Models
5051^^^^^^
52+
53+ The foundation models on our platform are classed appropriately to identify the models and group their functionality.
54+
5155.. autosummary ::
5256
53- openprotein.embeddings.OpenProteinModel
54- openprotein.embeddings.ESMModel
5557 openprotein.embeddings.PoET2Model
5658 openprotein.embeddings.PoETModel
57- openprotein.embeddings.SVDModel
58- openprotein.embeddings.UMAPModel
59+ openprotein.embeddings.OpenProteinModel
60+ openprotein.embeddings.ESMModel
5961
6062Results
6163^^^^^^^
64+
65+ The models produce asynchronous results which are modeled as futures which can be awaited.
66+
6267.. autosummary ::
6368
6469 openprotein.embeddings.EmbeddingsResultFuture
6570 openprotein.embeddings.EmbeddingsScoreFuture
6671 openprotein.embeddings.EmbeddingsGenerateFuture
6772
68- Align
69- -----
73+ Transform
74+ ---------
75+
76+ Transform and reduce your embeddings for use with visualization and training workflows.
7077
78+ SVD
79+ ^^^
7180.. autosummary ::
7281
73- openprotein.align.AlignAPI
74- openprotein.align.PromptFuture
75- openprotein.align.MSAFuture
82+ openprotein.svd.SVDAPI
83+ openprotein.svd.SVDModel
84+
85+ UMAP
86+ ^^^^
87+ .. autosummary ::
88+
89+ openprotein.umap.UMAPAPI
90+ openprotein.umap.UMAPModel
91+
92+ Predictor
93+ ---------
94+
95+ Train predictors from your assay datasets and use them to make predictions on novel sequences.
96+
97+ .. autosummary ::
98+
99+ openprotein.predictor.PredictorAPI
100+ openprotein.predictor.PredictorModel
101+ openprotein.predictor.PredictionResultFuture
102+
103+ Design
104+ ------
105+
106+ Design novel protein sequences based on your assay datasets and trained models, optimizing toward your design criteria.
107+
108+ .. autosummary ::
109+
110+ openprotein.design.DesignAPI
111+ openprotein.design.DesignFuture
76112
77113Fold
78114----
79115
116+ Make structure predictions on your protein sequences.
117+
80118.. autosummary ::
81119
82120 openprotein.fold.FoldAPI
83121 openprotein.fold.ESMFoldModel
84122 openprotein.fold.AlphaFold2Model
123+ openprotein.fold.Boltz2Model
124+ openprotein.fold.Boltz1xModel
125+ openprotein.fold.Boltz1Model
85126 openprotein.fold.FoldResultFuture
127+ openprotein.fold.FoldComplexResultFuture
86128
87129
88130.. toctree ::
91133
92134 basics
93135 data
136+ align
137+ prompt
138+ embedding
139+ svd
140+ umap
94141 predictor
95142 design
96- embedding
97- align
98143 fold
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